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ORCIDBibTeX records: Pedram Ghamisi
@article{DBLP:journals/lgrs/JamaliRHAG24,
author = {Ali Jamali and
Swalpa Kumar Roy and
Danfeng Hong and
Peter M. Atkinson and
Pedram Ghamisi},
title = {Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {21},
pages = {1--5},
year = {2024},
url = {https://doi.org/10.1109/LGRS.2024.3354175},
doi = {10.1109/LGRS.2024.3354175},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/JamaliRHAG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/JamaliRHAG24a,
author = {Ali Jamali and
Swalpa Kumar Roy and
Danfeng Hong and
Peter M. Atkinson and
Pedram Ghamisi},
title = {Attention Graph Convolutional Network for Disjoint Hyperspectral Image
Classification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {21},
pages = {1--5},
year = {2024},
url = {https://doi.org/10.1109/LGRS.2024.3356422},
doi = {10.1109/LGRS.2024.3356422},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/JamaliRHAG24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/JamaliRLG24,
author = {Ali Jamali and
Swalpa Kumar Roy and
Jonathan Li and
Pedram Ghamisi},
title = {Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate
Road Extraction},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {21},
pages = {1--5},
year = {2024},
url = {https://doi.org/10.1109/LGRS.2024.3354560},
doi = {10.1109/LGRS.2024.3354560},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/JamaliRLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/AfifiTRLGTKGH24,
author = {Ahmed J. Afifi and
Samuel T. Thiele and
Aldino Rizaldy and
Sandra Lorenz and
Pedram Ghamisi and
Raimon Tolosana{-}Delgado and
Moritz Kirsch and
Richard Gloaguen and
Michael Heizmann},
title = {Tinto: Multisensor Benchmark for 3-D Hyperspectral Point Cloud Segmentation
in the Geosciences},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--15},
year = {2024},
url = {https://doi.org/10.1109/TGRS.2023.3340293},
doi = {10.1109/TGRS.2023.3340293},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/AfifiTRLGTKGH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/RoySJHG24,
author = {Swalpa Kumar Roy and
Atri Sukul and
Ali Jamali and
Juan Mario Haut and
Pedram Ghamisi},
title = {Cross Hyperspectral and LiDAR Attention Transformer: An Extended Self-Attention
for Land Use and Land Cover Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--15},
year = {2024},
url = {https://doi.org/10.1109/TGRS.2024.3374324},
doi = {10.1109/TGRS.2024.3374324},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/RoySJHG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FangZLGC24,
author = {Leyuan Fang and
Peng Zhou and
Xinxin Liu and
Pedram Ghamisi and
Si{-}Wei Chen},
title = {Context Enhancing Representation for Semantic Segmentation in Remote
Sensing Images},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {3},
pages = {4138--4152},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3201820},
doi = {10.1109/TNNLS.2022.3201820},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/FangZLGC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06528,
author = {Elias Arbash and
Margret C. Fuchs and
Behnood Rasti and
Sandra Lorenz and
Pedram Ghamisi and
Richard Gloaguen},
title = {PCB-Vision: {A} Multiscene RGB-Hyperspectral Benchmark Dataset of
Printed Circuit Boards},
journal = {CoRR},
volume = {abs/2401.06528},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06528},
doi = {10.48550/ARXIV.2401.06528},
eprinttype = {arXiv},
eprint = {2401.06528},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/JamaliRLG23,
author = {Ali Jamali and
Swalpa Kumar Roy and
Jonathan Li and
Pedram Ghamisi},
title = {TransU-Net++: Rethinking attention gated TransU-Net for deforestation
mapping},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {120},
pages = {103332},
year = {2023},
url = {https://doi.org/10.1016/j.jag.2023.103332},
doi = {10.1016/J.JAG.2023.103332},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aeog/JamaliRLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/JamaliRG23,
author = {Ali Jamali and
Swalpa Kumar Roy and
Pedram Ghamisi},
title = {WetMapFormer: {A} unified deep {CNN} and vision transformer for complex
wetland mapping},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {120},
pages = {103333},
year = {2023},
url = {https://doi.org/10.1016/j.jag.2023.103333},
doi = {10.1016/J.JAG.2023.103333},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aeog/JamaliRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/WuCFGZG23,
author = {Jie Wu and
Runmin Cong and
Leyuan Fang and
Chunle Guo and
Bob Zhang and
Pedram Ghamisi},
title = {Unpaired remote sensing image super-resolution with content-preserving
weak supervision neural network},
journal = {Sci. China Inf. Sci.},
volume = {66},
number = {1},
year = {2023},
url = {https://doi.org/10.1007/s11432-021-3575-1},
doi = {10.1007/S11432-021-3575-1},
timestamp = {Sun, 13 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/WuCFGZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-cvi/ZhouXTYG23,
author = {Jun Zhou and
Fengchao Xiong and
Lei Tong and
Naoto Yokoya and
Pedram Ghamisi},
title = {Guest Editorial: Spectral imaging powered computer vision},
journal = {{IET} Comput. Vis.},
volume = {17},
number = {7},
pages = {723--725},
year = {2023},
url = {https://doi.org/10.1049/cvi2.12242},
doi = {10.1049/CVI2.12242},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iet-cvi/ZhouXTYG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CaiZGRLC23,
author = {Yaoming Cai and
Zijia Zhang and
Pedram Ghamisi and
Behnood Rasti and
Xiaobo Liu and
Zhihua Cai},
title = {Transformer-based contrastive prototypical clustering for multimodal
remote sensing data},
journal = {Inf. Sci.},
volume = {649},
pages = {119655},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119655},
doi = {10.1016/J.INS.2023.119655},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CaiZGRLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/JamaliRBG23,
author = {Ali Jamali and
Swalpa Kumar Roy and
Avik Bhattacharya and
Pedram Ghamisi},
title = {Local Window Attention Transformer for Polarimetric {SAR} Image Classification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {20},
pages = {1--5},
year = {2023},
url = {https://doi.org/10.1109/LGRS.2023.3239263},
doi = {10.1109/LGRS.2023.3239263},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/JamaliRBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/JenaSAPGKGGG23,
author = {Ratiranjan Jena and
Abdallah Shanableh and
Rami Al{-}Ruzouq and
Biswajeet Pradhan and
Mohamed Barakat A. Gibril and
Mohamad Ali Khalil and
Omid Ghorbanzadeh and
Ganapathy Pattukandan Ganapathy and
Pedram Ghamisi},
title = {Explainable Artificial Intelligence {(XAI)} Model for Earthquake Spatial
Probability Assessment in Arabian Peninsula},
journal = {Remote. Sens.},
volume = {15},
number = {9},
pages = {2248},
year = {2023},
url = {https://doi.org/10.3390/rs15092248},
doi = {10.3390/RS15092248},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/JenaSAPGKGGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/JenaSAPGGAKMG23,
author = {Ratiranjan Jena and
Abdallah Shanableh and
Rami Al{-}Ruzouq and
Biswajeet Pradhan and
Mohamed Barakat A. Gibril and
Omid Ghorbanzadeh and
Clement Atzberger and
Mohamad Ali Khalil and
Himanshu Mittal and
Pedram Ghamisi},
title = {An Integration of Deep Learning and Transfer Learning for Earthquake-Risk
Assessment in the Eurasian Region},
journal = {Remote. Sens.},
volume = {15},
number = {15},
pages = {3759},
year = {2023},
url = {https://doi.org/10.3390/rs15153759},
doi = {10.3390/RS15153759},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/JenaSAPGGAKMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/SeydiHCG23,
author = {Seyd Teymoor Seydi and
Mahdi Hasanlou and
Jocelyn Chanussot and
Pedram Ghamisi},
title = {BDD-Net+: {A} Building Damage Detection Framework Based on Modified
Coat-Net},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {16},
pages = {4232--4247},
year = {2023},
url = {https://doi.org/10.1109/JSTARS.2023.3267847},
doi = {10.1109/JSTARS.2023.3267847},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/SeydiHCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DragerXG23,
author = {Nikolaus Dr{\"{a}}ger and
Yonghao Xu and
Pedram Ghamisi},
title = {Backdoor Attacks for Remote Sensing Data With Wavelet Transform},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--15},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3289307},
doi = {10.1109/TGRS.2023.3289307},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DragerXG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DuanKGL23,
author = {Puhong Duan and
Xudong Kang and
Pedram Ghamisi and
Shutao Li},
title = {Hyperspectral Remote Sensing Benchmark Database for Oil Spill Detection
With an Isolation Forest-Guided Unsupervised Detector},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--11},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3268944},
doi = {10.1109/TGRS.2023.3268944},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DuanKGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/OuyangGFGY23,
author = {Lihan Ouyang and
Guangmiao Guo and
Leyuan Fang and
Pedram Ghamisi and
Jun Yue},
title = {PCLDet: Prototypical Contrastive Learning for Fine-Grained Object
Detection in Remote Sensing Images},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--11},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3290091},
doi = {10.1109/TGRS.2023.3290091},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/OuyangGFGY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/RosaOG23,
author = {Laura Elena Cu{\'{e}} La Rosa and
D{\'{a}}rio Augusto Borges Oliveira and
Pedram Ghamisi},
title = {Learning Crop-Type Mapping From Regional Label Proportions in Large-Scale
{SAR} and Optical Imagery},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--15},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3321156},
doi = {10.1109/TGRS.2023.3321156},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/RosaOG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/XuYGKH23,
author = {Yonghao Xu and
Weikang Yu and
Pedram Ghamisi and
Michael Kopp and
Sepp Hochreiter},
title = {Txt2Img-MHN: Remote Sensing Image Generation From Text Using Modern
Hopfield Networks},
journal = {{IEEE} Trans. Image Process.},
volume = {32},
pages = {5737--5750},
year = {2023},
url = {https://doi.org/10.1109/TIP.2023.3323799},
doi = {10.1109/TIP.2023.3323799},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/XuYGKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ChangG23,
author = {Shizhen Chang and
Pedram Ghamisi},
title = {Changes to Captions: An Attentive Network for Remote Sensing Change
Captioning},
journal = {{IEEE} Trans. Image Process.},
volume = {32},
pages = {6047--6060},
year = {2023},
url = {https://doi.org/10.1109/TIP.2023.3328224},
doi = {10.1109/TIP.2023.3328224},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/ChangG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/CaiZGC0023,
author = {Yaoming Cai and
Zijia Zhang and
Pedram Ghamisi and
Zhihua Cai and
Xiaobo Liu and
Yao Ding},
title = {Fully Linear Graph Convolutional Networks for Semi-Supervised and
Unsupervised Classification},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {14},
number = {3},
pages = {40:1--40:23},
year = {2023},
url = {https://doi.org/10.1145/3579828},
doi = {10.1145/3579828},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/CaiZGC0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/HernandezSequeiraFXGP23,
author = {Itza Hernandez{-}Sequeira and
Rub{\'{e}}n Fern{\'{a}}ndez{-}Beltran and
Yonghao Xu and
Pedram Ghamisi and
Filiberto Pla},
editor = {Gian Luca Foresti and
Andrea Fusiello and
Edwin R. Hancock},
title = {Semi-supervised Classification for Remote Sensing Datasets},
booktitle = {Image Analysis and Processing - {ICIAP} 2023 - 22nd International
Conference, {ICIAP} 2023, Udine, Italy, September 11-15, 2023, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14233},
pages = {463--474},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43148-7\_39},
doi = {10.1007/978-3-031-43148-7\_39},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciap/HernandezSequeiraFXGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/RastiJFGG23,
author = {Behnood Rasti and
Aayush Jain and
Margret C. Fuchs and
Pedram Ghamisi and
Richard Gloaguen},
title = {Hyperspectral Domain Adaptation for the Detection of Material Types
in Recycling Streams at the Example of Electrolyzers},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2023, Pasadena, CA, USA, July 16-21, 2023},
pages = {7618--7620},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IGARSS52108.2023.10282872},
doi = {10.1109/IGARSS52108.2023.10282872},
timestamp = {Tue, 07 Nov 2023 16:21:25 +0100},
biburl = {https://dblp.org/rec/conf/igarss/RastiJFGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/ArbashRTGRFGG23,
author = {Elias Arbash and
Andr{\'{e}}a de Lima Ribeiro and
Samuel T. Thiele and
Nina Gnann and
Behnood Rasti and
Margret Fuchs and
Pedram Ghamisi and
Richard Gloaguen},
title = {Masking Hyperspectral Imaging Data with Pretrained Models},
booktitle = {13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2023, Athens, Greece, October 31 - November
2, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WHISPERS61460.2023.10431074},
doi = {10.1109/WHISPERS61460.2023.10431074},
timestamp = {Fri, 01 Mar 2024 14:06:59 +0100},
biburl = {https://dblp.org/rec/conf/whispers/ArbashRTGRFGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/DasGG23,
author = {Samiran Das and
Pedram Ghamisi and
Richard Gloaguen},
title = {Open Geology Database {(OGD):} An Integrated Platform for Geological,
Mining, and Seismic Datasets for Open Research},
booktitle = {13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2023, Athens, Greece, October 31 - November
2, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WHISPERS61460.2023.10431154},
doi = {10.1109/WHISPERS61460.2023.10431154},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/whispers/DasGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/FarukRFGG23,
author = {Md Omar Faruk and
Behnood Rasti and
Margret C. Fuchs and
Richard Gloaguen and
Pedram Ghamisi},
title = {Deep Learning-Based Architectures For Multimodal Instance Segmentation},
booktitle = {13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2023, Athens, Greece, October 31 - November
2, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WHISPERS61460.2023.10431001},
doi = {10.1109/WHISPERS61460.2023.10431001},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/whispers/FarukRFGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/KoiralaDRGGS23,
author = {Bikram Koirala and
Samiran Das and
Behnood Rasti and
Pedram Ghamisi and
Richard Gloaguen and
Paul Scheunders},
title = {Acritical Comparison of Linear and Nonlinear Unmixing for Intimate
Mixtures},
booktitle = {13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2023, Athens, Greece, October 31 - November
2, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WHISPERS61460.2023.10431354},
doi = {10.1109/WHISPERS61460.2023.10431354},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/whispers/KoiralaDRGGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/RizaldyAGG23,
author = {Aldino Rizaldy and
Ahmed J. Afifi and
Pedram Ghamisi and
Richard Gloaguen},
title = {Transformer-Based Models for Hyperspectral Point Clouds Segmentation},
booktitle = {13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2023, Athens, Greece, October 31 - November
2, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WHISPERS61460.2023.10431346},
doi = {10.1109/WHISPERS61460.2023.10431346},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/whispers/RizaldyAGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-01091,
author = {Shizhen Chang and
Pedram Ghamisi},
title = {Changes to Captions: An Attentive Network for Remote Sensing Change
Captioning},
journal = {CoRR},
volume = {abs/2304.01091},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.01091},
doi = {10.48550/ARXIV.2304.01091},
eprinttype = {arXiv},
eprint = {2304.01091},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-01091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-01101,
author = {Shizhen Chang and
Michael Kopp and
Pedram Ghamisi},
title = {Dsfer-Net: {A} Deep Supervision and Feature Retrieval Network for
Bitemporal Change Detection Using Modern Hopfield Networks},
journal = {CoRR},
volume = {abs/2304.01101},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.01101},
doi = {10.48550/ARXIV.2304.01101},
eprinttype = {arXiv},
eprint = {2304.01101},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-01101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09928,
author = {Ahmed J. Afifi and
Samuel T. Thiele and
Sandra Lorenz and
Pedram Ghamisi and
Raimon Tolosana{-}Delgado and
Moritz Kirsch and
Richard Gloaguen and
Michael Heizmann},
title = {Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation
in the Geosciences},
journal = {CoRR},
volume = {abs/2305.09928},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09928},
doi = {10.48550/ARXIV.2305.09928},
eprinttype = {arXiv},
eprint = {2305.09928},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04947,
author = {Ali Jamali and
Swalpa Kumar Roy and
Jonathan Li and
Pedram Ghamisi},
title = {Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate
Road Extraction},
journal = {CoRR},
volume = {abs/2306.04947},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04947},
doi = {10.48550/ARXIV.2306.04947},
eprinttype = {arXiv},
eprint = {2306.04947},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16865,
author = {Weikang Yu and
Yonghao Xu and
Pedram Ghamisi},
title = {Universal Adversarial Defense in Remote Sensing Based on Pre-trained
Denoising Diffusion Models},
journal = {CoRR},
volume = {abs/2307.16865},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16865},
doi = {10.48550/ARXIV.2307.16865},
eprinttype = {arXiv},
eprint = {2307.16865},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05235,
author = {Ali Jamali and
Swalpa Kumar Roy and
Danfeng Hong and
Peter M. Atkinson and
Pedram Ghamisi},
title = {Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping},
journal = {CoRR},
volume = {abs/2308.05235},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.05235},
doi = {10.48550/ARXIV.2308.05235},
eprinttype = {arXiv},
eprint = {2308.05235},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-05235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13120,
author = {Yuduo Wang and
Pedram Ghamisi},
title = {RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question
Answering},
journal = {CoRR},
volume = {abs/2310.13120},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13120},
doi = {10.48550/ARXIV.2310.13120},
eprinttype = {arXiv},
eprint = {2310.13120},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03053,
author = {Elias Arbash and
Andr{\'{e}}a de Lima Ribeiro and
Samuel T. Thiele and
Nina Gnann and
Behnood Rasti and
Margret C. Fuchs and
Pedram Ghamisi and
Richard Gloaguen},
title = {Masking Hyperspectral Imaging Data with Pretrained Models},
journal = {CoRR},
volume = {abs/2311.03053},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03053},
doi = {10.48550/ARXIV.2311.03053},
eprinttype = {arXiv},
eprint = {2311.03053},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07113,
author = {Danfeng Hong and
Bing Zhang and
Xuyang Li and
Yuxuan Li and
Chenyu Li and
Jing Yao and
Naoto Yokoya and
Hao Li and
Pedram Ghamisi and
Xiuping Jia and
Antonio Plaza and
Paolo Gamba and
J{\'{o}}n Atli Benediktsson and
Jocelyn Chanussot},
title = {SpectralGPT: Spectral Foundation Model},
journal = {CoRR},
volume = {abs/2311.07113},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07113},
doi = {10.48550/ARXIV.2311.07113},
eprinttype = {arXiv},
eprint = {2311.07113},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/LiZHGSZ22,
author = {Hao Li and
Johannes Zech and
Danfeng Hong and
Pedram Ghamisi and
Michael Schultz and
Alexander Zipf},
title = {Leveraging OpenStreetMap and Multimodal Remote Sensing Data with Joint
Deep Learning for Wastewater Treatment Plants Detection},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {110},
pages = {102804},
year = {2022},
url = {https://doi.org/10.1016/j.jag.2022.102804},
doi = {10.1016/J.JAG.2022.102804},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aeog/LiZHGSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/HanYDG22,
author = {Yi Han and
Ming Yin and
Puhong Duan and
Pedram Ghamisi},
title = {Edge-Preserving Filtering-Based Dehazing for Remote Sensing Images},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2021.3103381},
doi = {10.1109/LGRS.2021.3103381},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/HanYDG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/LiCG22,
author = {Qingyun Li and
Yushi Chen and
Pedram Ghamisi},
title = {Complementary Learning-Based Scene Classification of Remote Sensing
Images With Noisy Labels},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2021.3112960},
doi = {10.1109/LGRS.2021.3112960},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/LiCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/RastiGG22,
author = {Behnood Rasti and
Pedram Ghamisi and
Richard Gloaguen},
title = {OptFus: Optical Sensor Fusion for the Classification of Multisource
Data: Application to Mineralogical Mapping},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2021.3132701},
doi = {10.1109/LGRS.2021.3132701},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/RastiGG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/PiralilouEGNGBG22,
author = {Sepideh Tavakkoli Piralilou and
Golzar Einali and
Omid Ghorbanzadeh and
Thimmaiah Gudiyangada Nachappa and
Khalil Gholamnia and
Thomas Blaschke and
Pedram Ghamisi},
title = {A Google Earth Engine Approach for Wildfire Susceptibility Prediction
Fusion with Remote Sensing Data of Different Spatial Resolutions},
journal = {Remote. Sens.},
volume = {14},
number = {3},
pages = {672},
year = {2022},
url = {https://doi.org/10.3390/rs14030672},
doi = {10.3390/RS14030672},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/PiralilouEGNGBG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/NamdariAGSKG22,
author = {Soodabeh Namdari and
Ali Ibrahim Zghair Alnasrawi and
Omid Ghorbanzadeh and
Armin Sorooshian and
Khalil Valizadeh Kamran and
Pedram Ghamisi},
title = {Time Series of Remote Sensing Data for Interaction Analysis of the
Vegetation Coverage and Dust Activity in the Middle East},
journal = {Remote. Sens.},
volume = {14},
number = {13},
pages = {2963},
year = {2022},
url = {https://doi.org/10.3390/rs14132963},
doi = {10.3390/RS14132963},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/NamdariAGSKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/HuangCHG22,
author = {Lingbo Huang and
Yushi Chen and
Xin He and
Pedram Ghamisi},
title = {Supervised Contrastive Learning-Based Classification for Hyperspectral
Image},
journal = {Remote. Sens.},
volume = {14},
number = {21},
pages = {5530},
year = {2022},
url = {https://doi.org/10.3390/rs14215530},
doi = {10.3390/RS14215530},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/HuangCHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/GhorbanzadehCTGL22,
author = {Omid Ghorbanzadeh and
Alessandro Crivellari and
Dirk Tiede and
Pedram Ghamisi and
Stefan Lang},
title = {Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning},
journal = {Remote. Sens.},
volume = {14},
number = {24},
pages = {6382},
year = {2022},
url = {https://doi.org/10.3390/rs14246382},
doi = {10.3390/RS14246382},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/GhorbanzadehCTGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AslamMKGBFTSG22,
author = {Bilal Aslam and
Ahsen Maqsoom and
Umer Khalil and
Omid Ghorbanzadeh and
Thomas Blaschke and
Danish Farooq and
Rana Faisal Tufail and
Salman Ali Suhail and
Pedram Ghamisi},
title = {Evaluation of Different Landslide Susceptibility Models for a Local
Scale in the Chitral District, Northern Pakistan},
journal = {Sensors},
volume = {22},
number = {9},
pages = {3107},
year = {2022},
url = {https://doi.org/10.3390/s22093107},
doi = {10.3390/S22093107},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/AslamMKGBFTSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/ShahiGRSG22,
author = {Kasra Rafiezadeh Shahi and
Pedram Ghamisi and
Behnood Rasti and
Paul Scheunders and
Richard Gloaguen},
title = {Unsupervised Data Fusion With Deeper Perspective: {A} Novel Multisensor
Deep Clustering Algorithm},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {284--296},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2021.3132856},
doi = {10.1109/JSTARS.2021.3132856},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/ShahiGRSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/ZhangCGGLG22,
author = {Zijia Zhang and
Yaoming Cai and
Wenyin Gong and
Pedram Ghamisi and
Xiaobo Liu and
Richard Gloaguen},
title = {Hypergraph Convolutional Subspace Clustering With Multihop Aggregation
for Hyperspectral Image},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {676--686},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2021.3136599},
doi = {10.1109/JSTARS.2021.3136599},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/ZhangCGGLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/LiLZTLHRMJGHY22,
author = {Zhuohong Li and
Fangxiao Lu and
Hongyan Zhang and
Lilin Tu and
Jiayi Li and
Xin Huang and
Caleb Robinson and
Nikolay Malkin and
Nebojsa Jojic and
Pedram Ghamisi and
Ronny H{\"{a}}nsch and
Naoto Yokoya},
title = {The Outcome of the 2021 {IEEE} {GRSS} Data Fusion Contest - Track
{MSD:} Multitemporal Semantic Change Detection},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {1643--1655},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2022.3144318},
doi = {10.1109/JSTARS.2022.3144318},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/LiLZTLHRMJGHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/DasPKG22,
author = {Samiran Das and
Sawon Pratiher and
Chirag Kyal and
Pedram Ghamisi},
title = {Sparsity Regularized Deep Subspace Clustering for Multicriterion-Based
Hyperspectral Band Selection},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {4264--4278},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2022.3172112},
doi = {10.1109/JSTARS.2022.3172112},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/DasPKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/ZhangQHDG22,
author = {Li Zhang and
Yan Qian and
Jingmin Han and
Puhong Duan and
Pedram Ghamisi},
title = {Mixed Noise Removal for Hyperspectral Image With {\textdollar}\{l{\_}\{0\}\}{\textdollar}-{\textdollar}\{l{\_}\{1
- 2\}\}{\textdollar}SSTV Regularization},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {5371--5387},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2022.3185657},
doi = {10.1109/JSTARS.2022.3185657},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/ZhangQHDG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/HeXGHFZ22,
author = {Ziping He and
Kewen Xia and
Pedram Ghamisi and
Yuhen Hu and
Shurui Fan and
Baokai Zu},
title = {HyperViTGAN: Semisupervised Generative Adversarial Network With Transformer
for Hyperspectral Image Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {6053--6068},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2022.3192127},
doi = {10.1109/JSTARS.2022.3192127},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/HeXGHFZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/ShahiGRGS22,
author = {Kasra Rafiezadeh Shahi and
Pedram Ghamisi and
Behnood Rasti and
Richard Gloaguen and
Paul Scheunders},
title = {MS{\textdollar}{\^{}}\{2\}{\textdollar}A-Net: Multiscale Spectral-Spatial
Association Network for Hyperspectral Image Clustering},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {6518--6530},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2022.3198137},
doi = {10.1109/JSTARS.2022.3198137},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/ShahiGRGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/UlkuAG22,
author = {Irem {\"{U}}lk{\"{u}} and
Erdem Akag{\"{u}}nd{\"{u}}z and
Pedram Ghamisi},
title = {Deep Semantic Segmentation of Trees Using Multispectral Images},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {7589--7604},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2022.3203145},
doi = {10.1109/JSTARS.2022.3203145},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/UlkuAG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/GhorbanzadehXZWZZZWZSZBLPG22,
author = {Omid Ghorbanzadeh and
Yonghao Xu and
Hengwei Zhao and
Junjue Wang and
Yanfei Zhong and
Dong Zhao and
Qi Zang and
Shuang Wang and
Fahong Zhang and
Yilei Shi and
Xiao Xiang Zhu and
Lin Bai and
Weile Li and
Weihang Peng and
Pedram Ghamisi},
title = {The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide
Detection From Multisource Satellite Imagery},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {9927--9942},
year = {2022},
url = {https://doi.org/10.1109/jstars.2022.3220845},
doi = {10.1109/JSTARS.2022.3220845},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/GhorbanzadehXZWZZZWZSZBLPG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/CaiZGDLCG22,
author = {Yaoming Cai and
Zijia Zhang and
Pedram Ghamisi and
Yao Ding and
Xiaobo Liu and
Zhihua Cai and
Richard Gloaguen},
title = {Superpixel Contracted Neighborhood Contrastive Subspace Clustering
Network for Hyperspectral Images},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--13},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2022.3179637},
doi = {10.1109/TGRS.2022.3179637},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/CaiZGDLCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ChangG22,
author = {Shizhen Chang and
Pedram Ghamisi},
title = {Nonnegative-Constrained Joint Collaborative Representation With Union
Dictionary for Hyperspectral Anomaly Detection},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--13},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2022.3195339},
doi = {10.1109/TGRS.2022.3195339},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ChangG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ChangKG22,
author = {Shizhen Chang and
Michael Kopp and
Pedram Ghamisi},
title = {Sketched Multiview Subspace Learning for Hyperspectral Anomalous Change
Detection},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--12},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2022.3220814},
doi = {10.1109/TGRS.2022.3220814},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/ChangKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GhorbanzadehXGK22,
author = {Omid Ghorbanzadeh and
Yonghao Xu and
Pedram Ghamisi and
Michael Kopp and
David P. Kreil},
title = {Landslide4Sense: Reference Benchmark Data and Deep Learning Models
for Landslide Detection},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--17},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2022.3215209},
doi = {10.1109/TGRS.2022.3215209},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/GhorbanzadehXGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HeCG22,
author = {Xin He and
Yushi Chen and
Pedram Ghamisi},
title = {Dual Graph Convolutional Network for Hyperspectral Image Classification
With Limited Training Samples},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--18},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2021.3061088},
doi = {10.1109/TGRS.2021.3061088},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/HeCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiuHCZG22,
author = {Xun Liu and
Danfeng Hong and
Jocelyn Chanussot and
Baojun Zhao and
Pedram Ghamisi},
title = {Modality Translation in Remote Sensing Time Series},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--14},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2021.3079294},
doi = {10.1109/TGRS.2021.3079294},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/LiuHCZG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LuFLZZG22,
author = {Ming Lu and
Leyuan Fang and
Muxing Li and
Bob Zhang and
Yi Zhang and
Pedram Ghamisi},
title = {NFANet: {A} Novel Method for Weakly Supervised Water Extraction From
High-Resolution Remote-Sensing Imagery},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--14},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2022.3140323},
doi = {10.1109/TGRS.2022.3140323},
timestamp = {Sun, 13 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LuFLZZG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/RastiKSG22,
author = {Behnood Rasti and
Bikram Koirala and
Paul Scheunders and
Pedram Ghamisi},
title = {UnDIP: Hyperspectral Unmixing Using Deep Image Prior},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--15},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2021.3067802},
doi = {10.1109/TGRS.2021.3067802},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/RastiKSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/SeydgarRGB22,
author = {Majid Seydgar and
Shahryar Rahnamayan and
Pedram Ghamisi and
Azam Asilian Bidgoli},
title = {Semisupervised Hyperspectral Image Classification Using a Probabilistic
Pseudo-Label Generation Framework},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--18},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2022.3195924},
doi = {10.1109/TGRS.2022.3195924},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/SeydgarRGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/SongGDGZB22,
author = {Weiwei Song and
Zhi Gao and
Renwei Dian and
Pedram Ghamisi and
Yongjun Zhang and
J{\'{o}}n Atli Benediktsson},
title = {Asymmetric Hash Code Learning for Remote Sensing Image Retrieval},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--14},
year = {2022},
url = {https://doi.org/10.1109/tgrs.2022.3143571},
doi = {10.1109/TGRS.2022.3143571},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/SongGDGZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/WangCG22,
author = {Weiquan Wang and
Yushi Chen and
Pedram Ghamisi},
title = {Transferring {CNN} With Adaptive Learning for Remote Sensing Scene
Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--18},
year = {2022},
url = {https://doi.org/10.1109/tgrs.2022.3190934},
doi = {10.1109/TGRS.2022.3190934},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/WangCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/XuG22,
author = {Yonghao Xu and
Pedram Ghamisi},
title = {Universal Adversarial Examples in Remote Sensing: Methodology and
Benchmark},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--15},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2022.3156392},
doi = {10.1109/TGRS.2022.3156392},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/XuG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/YueFRG22,
author = {Jun Yue and
Leyuan Fang and
Hossein Rahmani and
Pedram Ghamisi},
title = {Self-Supervised Learning With Adaptive Distillation for Hyperspectral
Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--13},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2021.3057768},
doi = {10.1109/TGRS.2021.3057768},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/YueFRG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/YueZFGW22,
author = {Jun Yue and
Dingshun Zhu and
Leyuan Fang and
Pedram Ghamisi and
Yaowei Wang},
title = {Adaptive Spatial Pyramid Constraint for Hyperspectral Image Classification
With Limited Training Samples},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--14},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2021.3095056},
doi = {10.1109/TGRS.2021.3095056},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/YueZFGW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ZhangDMKFG22,
author = {Ying Zhang and
Puhong Duan and
Jianxu Mao and
Xudong Kang and
Leyuan Fang and
Pedram Ghamisi},
title = {Contour Structural Profiles: An Edge-Aware Feature Extractor for Hyperspectral
Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--14},
year = {2022},
url = {https://doi.org/10.1109/tgrs.2022.3229075},
doi = {10.1109/TGRS.2022.3229075},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ZhangDMKFG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/XuG22,
author = {Yonghao Xu and
Pedram Ghamisi},
title = {Consistency-Regularized Region-Growing Network for Semantic Segmentation
of Urban Scenes With Point-Level Annotations},
journal = {{IEEE} Trans. Image Process.},
volume = {31},
pages = {5038--5051},
year = {2022},
url = {https://doi.org/10.1109/TIP.2022.3189825},
doi = {10.1109/TIP.2022.3189825},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/XuG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WuFYZGH22,
author = {Linshan Wu and
Leyuan Fang and
Jun Yue and
Bob Zhang and
Pedram Ghamisi and
Min He},
title = {Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation
in Remote Sensing Images},
journal = {{IEEE} Trans. Image Process.},
volume = {31},
pages = {7419--7434},
year = {2022},
url = {https://doi.org/10.1109/TIP.2022.3222904},
doi = {10.1109/TIP.2022.3222904},
timestamp = {Sun, 13 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/WuFYZGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/TongGKSLGW22,
author = {Wei Tong and
Xiaorong Guan and
Jian Kang and
Zhao{-}Hui Sun and
Rob Law and
Pedram Ghamisi and
Edmond Qi Wu},
title = {Normal Assisted Pixel-Visibility Learning With Cost Aggregation for
Multiview Stereo},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {12},
pages = {24686--24697},
year = {2022},
url = {https://doi.org/10.1109/TITS.2022.3193421},
doi = {10.1109/TITS.2022.3193421},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/TongGKSLGW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdceo/Chang0G22,
author = {Shizhen Chang and
Michael Kopp and
Pedram Ghamisi},
editor = {Aleksandra Gruca and
Caleb Robinson and
Naoto Yokoya and
Jun Zhou and
Pedram Ghamisi},
title = {A Deep Feature Retrieved Network for Bitemporal Remote Sensing Image
Change Detection},
booktitle = {Proceedings of the Second Workshop on Complex Data Challenges in Earth
Observation {(CDCEO} 2022) co-located with 31st International Joint
Conference on Artificial Intelligence and the 25th European Conference
on Artificial Intelligence {(IJCAI-ECAI} 2022), Vienna, Austria, July
25th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3207},
pages = {7--13},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3207/paper2.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:10 +0100},
biburl = {https://dblp.org/rec/conf/cdceo/Chang0G22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdceo/XuYG22,
author = {Yonghao Xu and
Weikang Yu and
Pedram Ghamisi},
editor = {Aleksandra Gruca and
Caleb Robinson and
Naoto Yokoya and
Jun Zhou and
Pedram Ghamisi},
title = {Task-Guided Denoising Network for Adversarial Defense of Remote Sensing
Scene Classification},
booktitle = {Proceedings of the Second Workshop on Complex Data Challenges in Earth
Observation {(CDCEO} 2022) co-located with 31st International Joint
Conference on Artificial Intelligence and the 25th European Conference
on Artificial Intelligence {(IJCAI-ECAI} 2022), Vienna, Austria, July
25th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3207},
pages = {73--78},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3207/paper11.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdceo/XuYG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdceo/RosaOTGG22,
author = {Laura Elena Cu{\'{e}} La Rosa and
D{\'{a}}rio Augusto Borges Oliveira and
Samuel T. Thiele and
Pedram Ghamisi and
Richard Gloaguen},
editor = {Aleksandra Gruca and
Caleb Robinson and
Naoto Yokoya and
Jun Zhou and
Pedram Ghamisi},
title = {Weak-Supervision Based on Label Proportions for Earth Observation
Applications from Optical and Hyperspectral Imagery},
booktitle = {Proceedings of the Second Workshop on Complex Data Challenges in Earth
Observation {(CDCEO} 2022) co-located with 31st International Joint
Conference on Artificial Intelligence and the 25th European Conference
on Artificial Intelligence {(IJCAI-ECAI} 2022), Vienna, Austria, July
25th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3207},
pages = {79--85},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3207/paper12.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdceo/RosaOTGG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdceo/GhamisiGXHK0H22,
author = {Pedram Ghamisi and
Omid Ghorbanzadeh and
Yonghao Xu and
Pedro Herruzo and
David P. Kreil and
Michael Kopp and
Sepp Hochreiter},
editor = {Aleksandra Gruca and
Caleb Robinson and
Naoto Yokoya and
Jun Zhou and
Pedram Ghamisi},
title = {The Landslide4Sense Competition 2022},
booktitle = {Proceedings of the Second Workshop on Complex Data Challenges in Earth
Observation {(CDCEO} 2022) co-located with 31st International Joint
Conference on Artificial Intelligence and the 25th European Conference
on Artificial Intelligence {(IJCAI-ECAI} 2022), Vienna, Austria, July
25th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3207},
pages = {91},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3207/abstract.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdceo/GhamisiGXHK0H22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ShahiGRSG22,
author = {Kasra Rafiezadeh Shahi and
Pedram Ghamisi and
Behnood Rasti and
Paul Scheunders and
Richard Gloaguen},
title = {Hyperspectral Clustering Using Atrous Spatial-Spectral Convolutional
Network},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {199--202},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9884540},
doi = {10.1109/IGARSS46834.2022.9884540},
timestamp = {Fri, 30 Sep 2022 15:33:50 +0200},
biburl = {https://dblp.org/rec/conf/igarss/ShahiGRSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/RastiGG22,
author = {Behnood Rasti and
Pedram Ghamisi and
Richard Gloaguen},
title = {Unsupervised Deep Hyperspectral Inpainting Using a New Mixing Model},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {1221--1224},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9884576},
doi = {10.1109/IGARSS46834.2022.9884576},
timestamp = {Fri, 30 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/RastiGG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/0003GYH22,
author = {Michael Schmitt and
Pedram Ghamisi and
Naoto Yokoya and
Ronny H{\"{a}}nsch},
title = {{EOD:} The {IEEE} {GRSS} Earth Observation Database},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {5365--5368},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9884725},
doi = {10.1109/IGARSS46834.2022.9884725},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/0003GYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/ChouhanRGLFG22,
author = {Seema Chouhan and
Behnood Rasti and
Pedram Ghamisi and
Sandra Lorenz and
Margret C. Fuchs and
Richard Gloaguen},
title = {Hyperspectral Unmixing Using Convolutional Autoencoder For Metal Detection
In Lithium-Ion Battery Recycling Applications},
booktitle = {12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2022, Rome, Italy, September 13-16,
2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WHISPERS56178.2022.9955076},
doi = {10.1109/WHISPERS56178.2022.9955076},
timestamp = {Mon, 28 Nov 2022 16:43:16 +0100},
biburl = {https://dblp.org/rec/conf/whispers/ChouhanRGLFG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/CoquelinRGGGS22,
author = {Daniel Coquelin and
Behnood Rasti and
Markus G{\"{o}}tz and
Pedram Ghamisi and
Richard Gloaguen and
Achim Streit},
title = {Hyde: The First Open-Source, Python-Based, Gpu-Accelerated Hyperspectral
Denoising Package},
booktitle = {12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2022, Rome, Italy, September 13-16,
2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WHISPERS56178.2022.9955088},
doi = {10.1109/WHISPERS56178.2022.9955088},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/whispers/CoquelinRGGGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cdceo/2022,
editor = {Aleksandra Gruca and
Caleb Robinson and
Naoto Yokoya and
Jun Zhou and
Pedram Ghamisi},
title = {Proceedings of the Second Workshop on Complex Data Challenges in Earth
Observation {(CDCEO} 2022) co-located with 31st International Joint
Conference on Artificial Intelligence and the 25th European Conference
on Artificial Intelligence {(IJCAI-ECAI} 2022), Vienna, Austria, July
25th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3207},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3207},
urn = {urn:nbn:de:0074-3207-7},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdceo/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-03686,
author = {Ming Lu and
Leyuan Fang and
Muxing Li and
Bob Zhang and
Yi Zhang and
Pedram Ghamisi},
title = {NFANet: {A} Novel Method for Weakly Supervised Water Extraction from
High-Resolution Remote Sensing Imagery},
journal = {CoRR},
volume = {abs/2201.03686},
year = {2022},
url = {https://arxiv.org/abs/2201.03686},
eprinttype = {arXiv},
eprint = {2201.03686},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-03686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05772,
author = {Weiwei Song and
Zhi Gao and
Renwei Dian and
Pedram Ghamisi and
Yongjun Zhang and
J{\'{o}}n Atli Benediktsson},
title = {Asymmetric Hash Code Learning for Remote Sensing Image Retrieval},
journal = {CoRR},
volume = {abs/2201.05772},
year = {2022},
url = {https://arxiv.org/abs/2201.05772},
eprinttype = {arXiv},
eprint = {2201.05772},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03740,
author = {Yonghao Xu and
Pedram Ghamisi},
title = {Consistency-Regularized Region-Growing Network for Semantic Segmentation
of Urban Scenes with Point-Level Annotations},
journal = {CoRR},
volume = {abs/2202.03740},
year = {2022},
url = {https://arxiv.org/abs/2202.03740},
eprinttype = {arXiv},
eprint = {2202.03740},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07054,
author = {Yonghao Xu and
Pedram Ghamisi},
title = {Universal Adversarial Examples in Remote Sensing: Methodology and
Benchmark},
journal = {CoRR},
volume = {abs/2202.07054},
year = {2022},
url = {https://arxiv.org/abs/2202.07054},
eprinttype = {arXiv},
eprint = {2202.07054},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-10030,
author = {Shizhen Chang and
Pedram Ghamisi},
title = {Nonnegative-Constrained Joint Collaborative Representation with Union
Dictionary for Hyperspectral Anomaly Detection},
journal = {CoRR},
volume = {abs/2203.10030},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.10030},
doi = {10.48550/ARXIV.2203.10030},
eprinttype = {arXiv},
eprint = {2203.10030},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-10030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-06979,
author = {Daniel Coquelin and
Behnood Rasti and
Markus G{\"{o}}tz and
Pedram Ghamisi and
Richard Gloaguen and
Achim Streit},
title = {HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral
Denoising Package},
journal = {CoRR},
volume = {abs/2204.06979},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.06979},
doi = {10.48550/ARXIV.2204.06979},
eprinttype = {arXiv},
eprint = {2204.06979},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-06979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09120,
author = {Jun Yue and
Leyuan Fang and
Pedram Ghamisi and
Weiying Xie and
Jun Li and
Jocelyn Chanussot and
Antonio J. Plaza},
title = {Optical Remote Sensing Image Understanding with Weak Supervision:
Concepts, Methods, and Perspectives},
journal = {CoRR},
volume = {abs/2204.09120},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09120},
doi = {10.48550/ARXIV.2204.09120},
eprinttype = {arXiv},
eprint = {2204.09120},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00515,
author = {Omid Ghorbanzadeh and
Yonghao Xu and
Pedram Ghamisi and
Michael Kopp and
David P. Kreil},
title = {Landslide4Sense: Reference Benchmark Data and Deep Learning Models
for Landslide Detection},
journal = {CoRR},
volume = {abs/2206.00515},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00515},
doi = {10.48550/ARXIV.2206.00515},
eprinttype = {arXiv},
eprint = {2206.00515},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04441,
author = {Yonghao Xu and
Weikang Yu and
Pedram Ghamisi and
Michael Kopp and
Sepp Hochreiter},
title = {Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern
Hopfield Networks},
journal = {CoRR},
volume = {abs/2208.04441},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04441},
doi = {10.48550/ARXIV.2208.04441},
eprinttype = {arXiv},
eprint = {2208.04441},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-11607,
author = {Laura Elena Cue La Rosa and
D{\'{a}}rio A. B. Oliveira and
Pedram Ghamisi},
title = {Learning crop type mapping from regional label proportions in large-scale
{SAR} and optical imagery},
journal = {CoRR},
volume = {abs/2208.11607},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.11607},
doi = {10.48550/ARXIV.2208.11607},
eprinttype = {arXiv},
eprint = {2208.11607},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-11607.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-02556,
author = {Omid Ghorbanzadeh and
Yonghao Xu and
Hengwei Zhao and
Junjue Wang and
Yanfei Zhong and
Dong Zhao and
Qi Zang and
Shuang Wang and
Fahong Zhang and
Yilei Shi and
Xiao Xiang Zhu and
Lin Bai and
Weile Li and
Weihang Peng and
Pedram Ghamisi},
title = {The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide
Detection from Multi-Source Satellite Imagery},
journal = {CoRR},
volume = {abs/2209.02556},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.02556},
doi = {10.48550/ARXIV.2209.02556},
eprinttype = {arXiv},
eprint = {2209.02556},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-02556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-12480,
author = {Michael Schmitt and
Pedram Ghamisi and
Naoto Yokoya and
Ronny H{\"{a}}nsch},
title = {{EOD:} The {IEEE} {GRSS} Earth Observation Database},
journal = {CoRR},
volume = {abs/2209.12480},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.12480},
doi = {10.48550/ARXIV.2209.12480},
eprinttype = {arXiv},
eprint = {2209.12480},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-12480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-14971,
author = {Puhong Duan and
Xudong Kang and
Pedram Ghamisi},
title = {Hyperspectral Remote Sensing Benchmark Database for Oil Spill Detection
with an Isolation Forest-Guided Unsupervised Detector},
journal = {CoRR},
volume = {abs/2209.14971},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.14971},
doi = {10.48550/ARXIV.2209.14971},
eprinttype = {arXiv},
eprint = {2209.14971},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-14971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04271,
author = {Shizhen Chang and
Michael Kopp and
Pedram Ghamisi},
title = {Sketched Multi-view Subspace Learning for Hyperspectral Anomalous
Change Detection},
journal = {CoRR},
volume = {abs/2210.04271},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04271},
doi = {10.48550/ARXIV.2210.04271},
eprinttype = {arXiv},
eprint = {2210.04271},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08044,
author = {Nikolaus Dr{\"{a}}ger and
Yonghao Xu and
Pedram Ghamisi},
title = {Backdoor Attacks for Remote Sensing Data with Wavelet Transform},
journal = {CoRR},
volume = {abs/2211.08044},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08044},
doi = {10.48550/ARXIV.2211.08044},
eprinttype = {arXiv},
eprint = {2211.08044},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-09360,
author = {Yonghao Xu and
Tao Bai and
Weikang Yu and
Shizhen Chang and
Peter M. Atkinson and
Pedram Ghamisi},
title = {{AI} Security for Geoscience and Remote Sensing: Challenges and Future
Trends},
journal = {CoRR},
volume = {abs/2212.09360},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09360},
doi = {10.48550/ARXIV.2212.09360},
eprinttype = {arXiv},
eprint = {2212.09360},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/PaolettiHGYPP21,
author = {Mercedes Eugenia Paoletti and
Juan Mario Haut and
Pedram Ghamisi and
Naoto Yokoya and
Javier Plaza and
Antonio Plaza},
title = {{U-IMG2DSM:} Unpaired Simulation of Digital Surface Models With Generative
Adversarial Networks},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {18},
number = {7},
pages = {1288--1292},
year = {2021},
url = {https://doi.org/10.1109/LGRS.2020.2997295},
doi = {10.1109/LGRS.2020.2997295},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/PaolettiHGYPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/XieCG21,
author = {Hao Xie and
Yushi Chen and
Pedram Ghamisi},
title = {Remote Sensing Image Scene Classification via Label Augmentation and
Intra-Class Constraint},
journal = {Remote. Sens.},
volume = {13},
number = {13},
pages = {2566},
year = {2021},
url = {https://doi.org/10.3390/rs13132566},
doi = {10.3390/RS13132566},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/XieCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/ShahabiRPGHBLG21,
author = {Hejar Shahabi and
Maryam Rahimzad and
Sepideh Tavakkoli Piralilou and
Omid Ghorbanzadeh and
Saeid Homayouni and
Thomas Blaschke and
Samsung Lim and
Pedram Ghamisi},
title = {Unsupervised Deep Learning for Landslide Detection from Multispectral
Sentinel-2 Imagery},
journal = {Remote. Sens.},
volume = {13},
number = {22},
pages = {4698},
year = {2021},
url = {https://doi.org/10.3390/rs13224698},
doi = {10.3390/RS13224698},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/ShahabiRPGHBLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/RobinsonMJCQXSG21,
author = {Caleb Robinson and
Kolya Malkin and
Nebojsa Jojic and
Huijun Chen and
Rongjun Qin and
Changlin Xiao and
Michael Schmitt and
Pedram Ghamisi and
Ronny H{\"{a}}nsch and
Naoto Yokoya},
title = {Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020
{IEEE} {GRSS} Data Fusion Contest},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {14},
pages = {3185--3199},
year = {2021},
url = {https://doi.org/10.1109/JSTARS.2021.3063849},
doi = {10.1109/JSTARS.2021.3063849},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/RobinsonMJCQXSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/GhamisiSDRLBTAK21,
author = {Pedram Ghamisi and
Kasra Rafiezadeh Shahi and
Puhong Duan and
Behnood Rasti and
Sandra Lorenz and
Ren{\'{e}} Booysen and
Samuel T. Thiele and
Isabel Cecilia Contreras Acosta and
Moritz Kirsch and
Richard Gloaguen},
title = {The Potential of Machine Learning for a More Responsible Sourcing
of Critical Raw Materials},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {14},
pages = {8971--8988},
year = {2021},
url = {https://doi.org/10.1109/JSTARS.2021.3108049},
doi = {10.1109/JSTARS.2021.3108049},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/GhamisiSDRLBTAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/MaLFXHZPLMCGHY21,
author = {Yanbiao Ma and
Yuxin Li and
Kexin Feng and
Yu Xia and
Qi Huang and
Hongyan Zhang and
Colin Prieur and
Giorgio Licciardi and
Hana Malha and
Jocelyn Chanussot and
Pedram Ghamisi and
Ronny H{\"{a}}nsch and
Naoto Yokoya},
title = {The Outcome of the 2021 {IEEE} {GRSS} Data Fusion Contest - Track
{DSE:} Detection of Settlements Without Electricity},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {14},
pages = {12375--12385},
year = {2021},
url = {https://doi.org/10.1109/JSTARS.2021.3130446},
doi = {10.1109/JSTARS.2021.3130446},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/MaLFXHZPLMCGHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/XieHFG21,
author = {Jie Xie and
Nanjun He and
Leyuan Fang and
Pedram Ghamisi},
title = {Multiscale Densely-Connected Fusion Networks for Hyperspectral Images
Classification},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {31},
number = {1},
pages = {246--259},
year = {2021},
url = {https://doi.org/10.1109/TCSVT.2020.2975566},
doi = {10.1109/TCSVT.2020.2975566},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/XieHFG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HangZLG21,
author = {Renlong Hang and
Feng Zhou and
Qingshan Liu and
Pedram Ghamisi},
title = {Classification of Hyperspectral Images via Multitask Generative Adversarial
Networks},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {59},
number = {2},
pages = {1424--1436},
year = {2021},
url = {https://doi.org/10.1109/TGRS.2020.3003341},
doi = {10.1109/TGRS.2020.3003341},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/HangZLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HangLLGB21,
author = {Renlong Hang and
Zhu Li and
Qingshan Liu and
Pedram Ghamisi and
Shuvra S. Bhattacharyya},
title = {Hyperspectral Image Classification With Attention-Aided CNNs},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {59},
number = {3},
pages = {2281--2293},
year = {2021},
url = {https://doi.org/10.1109/TGRS.2020.3007921},
doi = {10.1109/TGRS.2020.3007921},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/HangLLGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DuanGKRLG21,
author = {Puhong Duan and
Pedram Ghamisi and
Xudong Kang and
Behnood Rasti and
Shutao Li and
Richard Gloaguen},
title = {Fusion of Dual Spatial Information for Hyperspectral Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {59},
number = {9},
pages = {7726--7738},
year = {2021},
url = {https://doi.org/10.1109/TGRS.2020.3031928},
doi = {10.1109/TGRS.2020.3031928},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DuanGKRLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChangG21,
author = {Shizhen Chang and
Pedram Ghamisi},
editor = {Gao Cong and
Maya Ramanath},
title = {Hyperspectral Anomaly Detection based on Low-rank Structure Exploration},
booktitle = {Proceedings of the {CIKM} 2021 Workshops co-located with 30th {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2021), Gold Coast, Queensland, Australia, November 1-5, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3052},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3052/short2.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:33 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChangG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GrucaHRKB0HGK21,
author = {Aleksandra Gruca and
Pedro Herruzo and
Pilar R{\'{\i}}podas and
Andrzej Kucik and
Christian Briese and
Michael K. Kopp and
Sepp Hochreiter and
Pedram Ghamisi and
David P. Kreil},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {CDCEO'21 - First Workshop on Complex Data Challenges in Earth Observation},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4878--4879},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482044},
doi = {10.1145/3459637.3482044},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GrucaHRKB0HGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RastiG21,
author = {Behnood Rasti and
Pedram Ghamisi},
editor = {Gao Cong and
Maya Ramanath},
title = {Hyperspectral Denoising: From Conventional Techniques Towards Deep
Learning Ones},
booktitle = {Proceedings of the {CIKM} 2021 Workshops co-located with 30th {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2021), Gold Coast, Queensland, Australia, November 1-5, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3052},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3052/short8.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/RastiG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XuG21,
author = {Yonghao Xu and
Pedram Ghamisi},
editor = {Gao Cong and
Maya Ramanath},
title = {Region-Growing Fully Convolutional Networks for Hyperspectral Image
Classification with Point-Level Supervision},
booktitle = {Proceedings of the {CIKM} 2021 Workshops co-located with 30th {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2021), Gold Coast, Queensland, Australia, November 1-5, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3052},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3052/short4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/XuG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ShahiRGSG21,
author = {Kasra Rafiezadeh Shahi and
Behnood Rasti and
Pedram Ghamisi and
Paul Scheunders and
Richard Gloaguen},
title = {When is the Right Time to Apply Denoising?},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2021, Brussels, Belgium, July 11-16, 2021},
pages = {2464--2467},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IGARSS47720.2021.9553263},
doi = {10.1109/IGARSS47720.2021.9553263},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/ShahiRGSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/RastiKSGG21,
author = {Behnood Rasti and
Bikram Koirala and
Paul Scheunders and
Pedram Ghamisi and
Richard Gloaguen},
title = {Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2021, Brussels, Belgium, July 11-16, 2021},
pages = {3821--3824},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IGARSS47720.2021.9553942},
doi = {10.1109/IGARSS47720.2021.9553942},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/RastiKSGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/RastiKSG21,
author = {Behnood Rasti and
Bikram Koirala and
Paul Scheunders and
Pedram Ghamisi},
title = {Spectral Unmixing Using Deep Convolutional Encoder-Decoder},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2021, Brussels, Belgium, July 11-16, 2021},
pages = {3829--3832},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IGARSS47720.2021.9553425},
doi = {10.1109/IGARSS47720.2021.9553425},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/RastiKSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/ShahiGJRSG21,
author = {Kasra Rafiezadeh Shahi and
Pedram Ghamisi and
Robert Jackisch and
Behnood Rasti and
Paul Scheunders and
Richard Gloaguen},
title = {A Multi-Sensor Subspace-Based Clustering Algorithm Using {RGB} and
Hyperspectral Data},
booktitle = {11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2021, Amsterdam, Netherlands, March
24-26, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WHISPERS52202.2021.9483953},
doi = {10.1109/WHISPERS52202.2021.9483953},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/whispers/ShahiGJRSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07942,
author = {Yaoming Cai and
Zijia Zhang and
Zhihua Cai and
Xiaobo Liu and
Yao Ding and
Pedram Ghamisi},
title = {Fully Linear Graph Convolutional Networks for Semi-Supervised Learning
and Clustering},
journal = {CoRR},
volume = {abs/2111.07942},
year = {2021},
url = {https://arxiv.org/abs/2111.07942},
eprinttype = {arXiv},
eprint = {2111.07942},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07945,
author = {Yaoming Cai and
Zijia Zhang and
Yan Liu and
Pedram Ghamisi and
Kun Li and
Xiaobo Liu and
Zhihua Cai},
title = {Large-Scale Hyperspectral Image Clustering Using Contrastive Learning},
journal = {CoRR},
volume = {abs/2111.07945},
year = {2021},
url = {https://arxiv.org/abs/2111.07945},
eprinttype = {arXiv},
eprint = {2111.07945},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-11367,
author = {Claudio Persello and
Jan Dirk Wegner and
Ronny H{\"{a}}nsch and
Devis Tuia and
Pedram Ghamisi and
Mila Koeva and
Gustau Camps{-}Valls},
title = {Deep Learning and Earth Observation to Support the Sustainable Development
Goals},
journal = {CoRR},
volume = {abs/2112.11367},
year = {2021},
url = {https://arxiv.org/abs/2112.11367},
eprinttype = {arXiv},
eprint = {2112.11367},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-11367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/ArdabiliMGFVRRA20,
author = {Sina Ardabili and
Amir Mosavi and
Pedram Ghamisi and
Filip Ferdinand and
Annam{\'{a}}ria R. V{\'{a}}rkonyi{-}K{\'{o}}czy and
Uwe Reuter and
Timon Rabczuk and
Peter M. Atkinson},
title = {{COVID-19} Outbreak Prediction with Machine Learning},
journal = {Algorithms},
volume = {13},
number = {10},
pages = {249},
year = {2020},
url = {https://doi.org/10.3390/a13100249},
doi = {10.3390/A13100249},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/ArdabiliMGFVRRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/DehghaniSMNSG20,
author = {Majid Dehghani and
Somayeh Salehi and
Amir Mosavi and
Narjes Nabipour and
Shahaboddin Shamshirband and
Pedram Ghamisi},
title = {Spatial Analysis of Seasonal Precipitation over Iran: Co-Variation
with Climate Indices},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {9},
number = {2},
pages = {73},
year = {2020},
url = {https://doi.org/10.3390/ijgi9020073},
doi = {10.3390/IJGI9020073},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgi/DehghaniSMNSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/Salcedo-SanzGPW20,
author = {Sancho Salcedo{-}Sanz and
Pedram Ghamisi and
Mar{\'{\i}}a Piles and
Martin Werner and
Lucas Cuadra and
{\'{A}}lvaro Moreno{-}Mart{\'{\i}}nez and
Emma Izquierdo{-}Verdiguier and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Amirhosein Mosavi and
Gustau Camps{-}Valls},
title = {Machine learning information fusion in Earth observation: {A} comprehensive
review of methods, applications and data sources},
journal = {Inf. Fusion},
volume = {63},
pages = {256--272},
year = {2020},
url = {https://doi.org/10.1016/j.inffus.2020.07.004},
doi = {10.1016/J.INFFUS.2020.07.004},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/Salcedo-SanzGPW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/RastiG20,
author = {Behnood Rasti and
Pedram Ghamisi},
title = {Remote sensing image classification using subspace sensor fusion},
journal = {Inf. Fusion},
volume = {64},
pages = {121--130},
year = {2020},
url = {https://doi.org/10.1016/j.inffus.2020.07.002},
doi = {10.1016/J.INFFUS.2020.07.002},
timestamp = {Fri, 25 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/RastiG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/RastiGB20,
author = {Behnood Rasti and
Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson},
title = {Hyperspectral Mixed Gaussian and Sparse Noise Reduction},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {17},
number = {3},
pages = {474--478},
year = {2020},
url = {https://doi.org/10.1109/LGRS.2019.2924344},
doi = {10.1109/LGRS.2019.2924344},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/RastiGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/LinLFG20,
author = {Yun Lin and
Shutao Li and
Leyuan Fang and
Pedram Ghamisi},
title = {Multispectral Change Detection With Bilinear Convolutional Neural
Networks},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {17},
number = {10},
pages = {1757--1761},
year = {2020},
url = {https://doi.org/10.1109/LGRS.2019.2953754},
doi = {10.1109/LGRS.2019.2953754},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/LinLFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/RastiKSG20,
author = {Behnood Rasti and
Bikram Koirala and
Paul Scheunders and
Pedram Ghamisi},
title = {How Hyperspectral Image Unmixing and Denoising Can Boost Each Other},
journal = {Remote. Sens.},
volume = {12},
number = {11},
pages = {1728},
year = {2020},
url = {https://doi.org/10.3390/rs12111728},
doi = {10.3390/RS12111728},
timestamp = {Wed, 15 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/RastiKSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiGRWSSZ20,
author = {Hao Li and
Pedram Ghamisi and
Behnood Rasti and
Zhaoyan Wu and
Aur{\'{e}}lie Shapiro and
Michael Schultz and
Alexander Zipf},
title = {A Multi-Sensor Fusion Framework Based on Coupled Residual Convolutional
Neural Networks},
journal = {Remote. Sens.},
volume = {12},
number = {12},
pages = {2067},
year = {2020},
url = {https://doi.org/10.3390/rs12122067},
doi = {10.3390/RS12122067},
timestamp = {Wed, 15 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LiGRWSSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/ShahiKTGTG20,
author = {Kasra Rafiezadeh Shahi and
Mahdi Khodadadzadeh and
Laura Tusa and
Pedram Ghamisi and
Raimon Tolosana{-}Delgado and
Richard Gloaguen},
title = {Hierarchical Sparse Subspace Clustering {(HESSC):} An Automatic Approach
for Hyperspectral Image Analysis},
journal = {Remote. Sens.},
volume = {12},
number = {15},
pages = {2421},
year = {2020},
url = {https://doi.org/10.3390/rs12152421},
doi = {10.3390/RS12152421},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/ShahiKTGTG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/KangFYTGP20,
author = {Jian Kang and
Rub{\'{e}}n Fern{\'{a}}ndez{-}Beltran and
Zhen Ye and
Xiaohua Tong and
Pedram Ghamisi and
Antonio Plaza},
title = {High-Rankness Regularized Semi-Supervised Deep Metric Learning for
Remote Sensing Imagery},
journal = {Remote. Sens.},
volume = {12},
number = {16},
pages = {2603},
year = {2020},
url = {https://doi.org/10.3390/rs12162603},
doi = {10.3390/RS12162603},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/KangFYTGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/DuanLGKJKG20,
author = {Puhong Duan and
Jibao Lai and
Pedram Ghamisi and
Xudong Kang and
Robert Jackisch and
Jian Kang and
Richard Gloaguen},
title = {Component Decomposition-Based Hyperspectral Resolution Enhancement
for Mineral Mapping},
journal = {Remote. Sens.},
volume = {12},
number = {18},
pages = {2903},
year = {2020},
url = {https://doi.org/10.3390/rs12182903},
doi = {10.3390/RS12182903},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/DuanLGKJKG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/ShahiGRJSG20,
author = {Kasra Rafiezadeh Shahi and
Pedram Ghamisi and
Behnood Rasti and
Robert Jackisch and
Paul Scheunders and
Richard Gloaguen},
title = {Data Fusion Using a Multi-Sensor Sparse-Based Clustering Algorithm},
journal = {Remote. Sens.},
volume = {12},
number = {23},
pages = {4007},
year = {2020},
url = {https://doi.org/10.3390/rs12234007},
doi = {10.3390/RS12234007},
timestamp = {Thu, 17 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/ShahiGRJSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/DuanKGL20,
author = {Puhong Duan and
Xudong Kang and
Pedram Ghamisi and
Yu Liu},
title = {Multilevel Structure Extraction-Based Multi-Sensor Data Fusion},
journal = {Remote. Sens.},
volume = {12},
number = {24},
pages = {4034},
year = {2020},
url = {https://doi.org/10.3390/rs12244034},
doi = {10.3390/RS12244034},
timestamp = {Mon, 26 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/DuanKGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/RastiGSLG20,
author = {Behnood Rasti and
Pedram Ghamisi and
Peter Seidel and
Sandra Lorenz and
Richard Gloaguen},
title = {Multiple Optical Sensor Fusion for Mineral Mapping of Core Samples},
journal = {Sensors},
volume = {20},
number = {13},
pages = {3766},
year = {2020},
url = {https://doi.org/10.3390/s20133766},
doi = {10.3390/S20133766},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/RastiGSLG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/SheikholeslamiN20,
author = {Mohammad Moein Sheikholeslami and
Saeed Nadi and
Amin Alizadeh Naeini and
Pedram Ghamisi},
title = {An Efficient Deep Unsupervised Superresolution Model for Remote Sensing
Images},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {13},
pages = {1937--1945},
year = {2020},
url = {https://doi.org/10.1109/JSTARS.2020.2984589},
doi = {10.1109/JSTARS.2020.2984589},
timestamp = {Wed, 06 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/SheikholeslamiN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/SheykhmousaMGMG20,
author = {Mohammadreza Sheykhmousa and
Masoud MahdianPari and
Hamid Ghanbari and
Fariba Mohammadimanesh and
Pedram Ghamisi and
Saeid Homayouni},
title = {Support Vector Machine Versus Random Forest for Remote Sensing Image
Classification: {A} Meta-Analysis and Systematic Review},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {13},
pages = {6308--6325},
year = {2020},
url = {https://doi.org/10.1109/JSTARS.2020.3026724},
doi = {10.1109/JSTARS.2020.3026724},
timestamp = {Wed, 06 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/SheykhmousaMGMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DuanKLG20,
author = {Puhong Duan and
Xudong Kang and
Shutao Li and
Pedram Ghamisi},
title = {Multichannel Pulse-Coupled Neural Network-Based Hyperspectral Image
Visualization},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {58},
number = {4},
pages = {2444--2456},
year = {2020},
url = {https://doi.org/10.1109/TGRS.2019.2949427},
doi = {10.1109/TGRS.2019.2949427},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DuanKLG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HeCG20,
author = {Xin He and
Yushi Chen and
Pedram Ghamisi},
title = {Heterogeneous Transfer Learning for Hyperspectral Image Classification
Based on Convolutional Neural Network},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {58},
number = {5},
pages = {3246--3263},
year = {2020},
url = {https://doi.org/10.1109/TGRS.2019.2951445},
doi = {10.1109/TGRS.2019.2951445},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/HeCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HongWGCYZ20,
author = {Danfeng Hong and
Xin Wu and
Pedram Ghamisi and
Jocelyn Chanussot and
Naoto Yokoya and
Xiao Xiang Zhu},
title = {Invariant Attribute Profiles: {A} Spatial-Frequency Joint Feature
Extractor for Hyperspectral Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {58},
number = {6},
pages = {3791--3808},
year = {2020},
url = {https://doi.org/10.1109/TGRS.2019.2957251},
doi = {10.1109/TGRS.2019.2957251},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/HongWGCYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HangLGHXL20,
author = {Renlong Hang and
Zhu Li and
Pedram Ghamisi and
Danfeng Hong and
Guiyu Xia and
Qingshan Liu},
title = {Classification of Hyperspectral and LiDAR Data Using Coupled CNNs},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {58},
number = {7},
pages = {4939--4950},
year = {2020},
url = {https://doi.org/10.1109/TGRS.2020.2969024},
doi = {10.1109/TGRS.2020.2969024},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/HangLGHXL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/KangFYTGP20,
author = {Jian Kang and
Rub{\'{e}}n Fern{\'{a}}ndez{-}Beltran and
Zhen Ye and
Xiaohua Tong and
Pedram Ghamisi and
Antonio Plaza},
title = {Deep Metric Learning Based on Scalable Neighborhood Components for
Remote Sensing Scene Characterization},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {58},
number = {12},
pages = {8905--8918},
year = {2020},
url = {https://doi.org/10.1109/TGRS.2020.2991657},
doi = {10.1109/TGRS.2020.2991657},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/KangFYTGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/RastiGG20,
author = {Behnood Rasti and
Pedram Ghamisi and
Richard Gloaguen},
title = {Fusion of Multispectral LiDAR and Hyperspectral Imagery},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {2659--2662},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9323179},
doi = {10.1109/IGARSS39084.2020.9323179},
timestamp = {Mon, 22 Feb 2021 16:46:47 +0100},
biburl = {https://dblp.org/rec/conf/igarss/RastiGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GhamisiLJRG20,
author = {Pedram Ghamisi and
Hao Li and
Robert Jackisch and
Behnood Rasti and
Richard Gloaguen},
title = {Remote Sensing and Deep Learning for Sustainable Mining},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {3739--3742},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9323680},
doi = {10.1109/IGARSS39084.2020.9323680},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/GhamisiLJRG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GloaguenKLBZGR20,
author = {Richard Gloaguen and
Moritz Kirsch and
Sandra Lorenz and
Ren{\'{e}} Booysen and
Robert Zimmermann and
Pedram Ghamisi and
Behnood Rasti},
title = {Towards 4D Virtual Outcrops with Hyperspectral Imaging},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {4035--4036},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9323187},
doi = {10.1109/IGARSS39084.2020.9323187},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/GloaguenKLBZGR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/DuanGJKGL20,
author = {Puhong Duan and
Pedram Ghamisi and
Robert Jackisch and
Xudong Kang and
Richard Gloaguen and
Shutao Li},
title = {Intrinsic Image Decomposition-Based Resolution Enhancement for Mineral
Mapping},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {4112--4115},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9323470},
doi = {10.1109/IGARSS39084.2020.9323470},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/DuanGJKGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Duan0KGL20,
author = {Puhong Duan and
Jian Kang and
Xudong Kang and
Pedram Ghamisi and
Shutao Li},
title = {Sun Glint Removal of Hyperspectral Images via Texture-Aware Total
Variation},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {7005--7008},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9323871},
doi = {10.1109/IGARSS39084.2020.9323871},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/Duan0KGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01144,
author = {Renlong Hang and
Zhu Li and
Pedram Ghamisi and
Danfeng Hong and
Guiyu Xia and
Qingshan Liu},
title = {Classification of Hyperspectral and LiDAR Data Using Coupled CNNs},
journal = {CoRR},
volume = {abs/2002.01144},
year = {2020},
url = {https://arxiv.org/abs/2002.01144},
eprinttype = {arXiv},
eprint = {2002.01144},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02822,
author = {Behnood Rasti and
Danfeng Hong and
Renlong Hang and
Pedram Ghamisi and
Xudong Kang and
Jocelyn Chanussot and
J{\'{o}}n Atli Benediktsson},
title = {Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow
to Deep},
journal = {CoRR},
volume = {abs/2003.02822},
year = {2020},
url = {https://arxiv.org/abs/2003.02822},
eprinttype = {arXiv},
eprint = {2003.02822},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13422,
author = {Saeed Nosratabadi and
Amir Mosavi and
Puhong Duan and
Pedram Ghamisi},
title = {Data Science in Economics},
journal = {CoRR},
volume = {abs/2003.13422},
year = {2020},
url = {https://arxiv.org/abs/2003.13422},
eprinttype = {arXiv},
eprint = {2003.13422},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01509,
author = {Amir Mosavi and
Pedram Ghamisi and
Yaser Faghan and
Puhong Duan},
title = {Comprehensive Review of Deep Reinforcement Learning Methods and Applications
in Economics},
journal = {CoRR},
volume = {abs/2004.01509},
year = {2020},
url = {https://arxiv.org/abs/2004.01509},
eprinttype = {arXiv},
eprint = {2004.01509},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01509.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11977,
author = {Renlong Hang and
Zhu Li and
Qingshan Liu and
Pedram Ghamisi and
Shuvra S. Bhattacharyya},
title = {Hyperspectral Image Classification with Attention Aided CNNs},
journal = {CoRR},
volume = {abs/2005.11977},
year = {2020},
url = {https://arxiv.org/abs/2005.11977},
eprinttype = {arXiv},
eprint = {2005.11977},
timestamp = {Mon, 13 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12337,
author = {Puhong Duan and
Pedram Ghamisi and
Xudong Kang and
Behnood Rasti and
Shutao Li and
Richard Gloaguen},
title = {Fusion of Dual Spatial Information for Hyperspectral Image Classification},
journal = {CoRR},
volume = {abs/2010.12337},
year = {2020},
url = {https://arxiv.org/abs/2010.12337},
eprinttype = {arXiv},
eprint = {2010.12337},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05795,
author = {Sancho Salcedo{-}Sanz and
Pedram Ghamisi and
Maria Piles and
Martin Werner and
Lucas Cuadra and
{\'{A}}lvaro Moreno{-}Mart{\'{\i}}nez and
Emma Izquierdo{-}Verdiguier and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Amirhosein Mosavi and
Gustau Camps{-}Valls},
title = {Machine Learning Information Fusion in Earth Observation: {A} Comprehensive
Review of Methods, Applications and Data Sources},
journal = {CoRR},
volume = {abs/2012.05795},
year = {2020},
url = {https://arxiv.org/abs/2012.05795},
eprinttype = {arXiv},
eprint = {2012.05795},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-05795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhaoLFTG19,
author = {Guangzhe Zhao and
Guangyun Liu and
Leyuan Fang and
Bing Tu and
Pedram Ghamisi},
title = {Multiple convolutional layers fusion framework for hyperspectral image
classification},
journal = {Neurocomputing},
volume = {339},
pages = {149--160},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.02.019},
doi = {10.1016/J.NEUCOM.2019.02.019},
timestamp = {Fri, 12 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhaoLFTG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/HeWGLC19,
author = {Xin He and
Aili Wang and
Pedram Ghamisi and
Guoyu Li and
Yushi Chen},
title = {LiDAR Data Classification Using Spatial Transformation and {CNN}},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {16},
number = {1},
pages = {125--129},
year = {2019},
url = {https://doi.org/10.1109/LGRS.2018.2868378},
doi = {10.1109/LGRS.2018.2868378},
timestamp = {Sun, 05 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/HeWGLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/GhamisiRB19,
author = {Pedram Ghamisi and
Behnood Rasti and
J{\'{o}}n Atli Benediktsson},
title = {Multisensor Composite Kernels Based on Extreme Learning Machines},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {16},
number = {2},
pages = {196--200},
year = {2019},
url = {https://doi.org/10.1109/LGRS.2018.2869888},
doi = {10.1109/LGRS.2018.2869888},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/GhamisiRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/RastiGU19,
author = {Behnood Rasti and
Pedram Ghamisi and
Magnus O. Ulfarsson},
title = {Hyperspectral Feature Extraction Using Sparse and Smooth Low-Rank
Analysis},
journal = {Remote. Sens.},
volume = {11},
number = {2},
pages = {121},
year = {2019},
url = {https://doi.org/10.3390/rs11020121},
doi = {10.3390/RS11020121},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/RastiGU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/ZhuCGJB19,
author = {Kaiqiang Zhu and
Yushi Chen and
Pedram Ghamisi and
Xiuping Jia and
J{\'{o}}n Atli Benediktsson},
title = {Deep Convolutional Capsule Network for Hyperspectral Image Spectral
and Spectral-Spatial Classification},
journal = {Remote. Sens.},
volume = {11},
number = {3},
pages = {223},
year = {2019},
url = {https://doi.org/10.3390/rs11030223},
doi = {10.3390/RS11030223},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/ZhuCGJB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/TuLFHG19,
author = {Bing Tu and
Nanying Li and
Leyuan Fang and
Danbing He and
Pedram Ghamisi},
title = {Hyperspectral Image Classification with Multi-Scale Feature Extraction},
journal = {Remote. Sens.},
volume = {11},
number = {5},
pages = {534},
year = {2019},
url = {https://doi.org/10.3390/rs11050534},
doi = {10.3390/RS11050534},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/TuLFHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/LorenzSGZTKCG19,
author = {Sandra Lorenz and
Peter Seidel and
Pedram Ghamisi and
Robert Zimmermann and
Laura Tusa and
Mahdi Khodadadzadeh and
I. Cecilia Contreras and
Richard Gloaguen},
title = {Multi-Sensor Spectral Imaging of Geological Samples: {A} Data Fusion
Approach Using Spatio-Spectral Feature Extraction},
journal = {Sensors},
volume = {19},
number = {12},
pages = {2787},
year = {2019},
url = {https://doi.org/10.3390/s19122787},
doi = {10.3390/S19122787},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/LorenzSGZTKCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/ChenWGHGJ19,
author = {Yushi Chen and
Ying Wang and
Yanfeng Gu and
Xin He and
Pedram Ghamisi and
Xiuping Jia},
title = {Deep Learning Ensemble for Hyperspectral Image Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {12},
number = {6},
pages = {1882--1897},
year = {2019},
url = {https://doi.org/10.1109/JSTARS.2019.2915259},
doi = {10.1109/JSTARS.2019.2915259},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/ChenWGHGJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/DuanKLG19,
author = {Puhong Duan and
Xudong Kang and
Shutao Li and
Pedram Ghamisi},
title = {Noise-Robust Hyperspectral Image Classification via Multi-Scale Total
Variation},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {12},
number = {6},
pages = {1948--1962},
year = {2019},
url = {https://doi.org/10.1109/JSTARS.2019.2915272},
doi = {10.1109/JSTARS.2019.2915272},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/DuanKLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/AcostaKTGG19,
author = {Isabel Cecilia Contreras Acosta and
Mahdi Khodadadzadeh and
Laura Tusa and
Pedram Ghamisi and
Richard Gloaguen},
title = {A Machine Learning Framework for Drill-Core Mineral Mapping Using
Hyperspectral and High-Resolution Mineralogical Data Fusion},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {12},
number = {12},
pages = {4829--4842},
year = {2019},
url = {https://doi.org/10.1109/JSTARS.2019.2924292},
doi = {10.1109/JSTARS.2019.2924292},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/AcostaKTGG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/FangLLGB19,
author = {Leyuan Fang and
Guangyun Liu and
Shutao Li and
Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson},
title = {Hyperspectral Image Classification With Squeeze Multibias Network},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {3},
pages = {1291--1301},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2018.2865953},
doi = {10.1109/TGRS.2018.2865953},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/FangLLGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HangLHG19,
author = {Renlong Hang and
Qingshan Liu and
Danfeng Hong and
Pedram Ghamisi},
title = {Cascaded Recurrent Neural Networks for Hyperspectral Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {8},
pages = {5384--5394},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2019.2899129},
doi = {10.1109/TGRS.2019.2899129},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/HangLHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiSFCGB19,
author = {Shutao Li and
Weiwei Song and
Leyuan Fang and
Yushi Chen and
Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson},
title = {Deep Learning for Hyperspectral Image Classification: An Overview},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {9},
pages = {6690--6709},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2019.2907932},
doi = {10.1109/TGRS.2019.2907932},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LiSFCGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ChenZZHGB19,
author = {Yushi Chen and
Kaiqiang Zhu and
Lin Zhu and
Xin He and
Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson},
title = {Automatic Design of Convolutional Neural Network for Hyperspectral
Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {9},
pages = {7048--7066},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2019.2910603},
doi = {10.1109/TGRS.2019.2910603},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ChenZZHGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ZhangGZ19,
author = {Guichen Zhang and
Pedram Ghamisi and
Xiao Xiang Zhu},
title = {Fusion of Heterogeneous Earth Observation Data for the Classification
of Local Climate Zones},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {10},
pages = {7623--7642},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2019.2914967},
doi = {10.1109/TGRS.2019.2914967},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/ZhangGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DuanKLGB19,
author = {Puhong Duan and
Xudong Kang and
Shutao Li and
Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson},
title = {Fusion of Multiple Edge-Preserving Operations for Hyperspectral Image
Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {12},
pages = {10336--10349},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2019.2933588},
doi = {10.1109/TGRS.2019.2933588},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DuanKLGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesensors/SeidelRKLSFZGKG19,
author = {Peter Seidel and
Markus Reuter and
Stefan K{\"{o}}nig and
Sandra Lorenz and
Vishnu Sudharshan and
Junaidh Fareedh and
Robert Zimmermann and
Pedram Ghamisi and
Peter Kaever and
Richard Gloaguen},
title = {An Integrated Multi-Sensor System for the In-Line Monitoring of Material
Streams},
booktitle = {2019 {IEEE} SENSORS, Montreal, QC, Canada, October 27-30, 2019},
pages = {1--3},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SENSORS43011.2019.8956507},
doi = {10.1109/SENSORS43011.2019.8956507},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeesensors/SeidelRKLSFZGKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/WuHG0019,
author = {Xin Wu and
Danfeng Hong and
Pedram Ghamisi and
Wei Li and
Ran Tao},
title = {{LW-ODF:} {A} Light-Weight Object Detection Framework for Optical
Remote Sensing Imagery},
booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019},
pages = {1462--1465},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IGARSS.2019.8898673},
doi = {10.1109/IGARSS.2019.8898673},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/WuHG0019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GhamisiRG19,
author = {Pedram Ghamisi and
Behnood Rasti and
Richard Gloaguen},
title = {A Novel Composite Kernel Approach for Multisensor Remote Sensing Data
Fusion},
booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019},
pages = {2507--2510},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IGARSS.2019.8900136},
doi = {10.1109/IGARSS.2019.8900136},
timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/GhamisiRG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ContrerasKGG19,
author = {Cecilia Contreras and
Mahdi Khodadadzadeh and
Pedram Ghamisi and
Richard Gloaguen},
title = {Mineral Mapping of Drill Core Hyperspectral Data with Extreme Learning
Machines},
booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019},
pages = {2686--2689},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IGARSS.2019.8900048},
doi = {10.1109/IGARSS.2019.8900048},
timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/ContrerasKGG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/RastiGG19,
author = {Behnood Rasti and
Pedram Ghamisi and
Richard Gloaguen},
title = {Multisensor Feature Fusion Using Low-Rank Modeling and Component Analysis},
booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019},
pages = {4811--4814},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IGARSS.2019.8897704},
doi = {10.1109/IGARSS.2019.8897704},
timestamp = {Thu, 21 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/RastiGG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GloaguenFKGKBZL19,
author = {Richard Gloaguen and
Margret C. Fuchs and
Mahdi Khodadadzadeh and
Pedram Ghamisi and
Moritz Kirsch and
Ren{\'{e}} Booysen and
Robert Zimmermann and
Sandra Lorenz},
title = {Multi-Source and multi-Scale Imaging-Data Integration to boost Mineral
Mapping},
booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019},
pages = {5587--5589},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IGARSS.2019.8900426},
doi = {10.1109/IGARSS.2019.8900426},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/GloaguenFKGKBZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/RastiGC19,
author = {Behnood Rasti and
Pedram Ghamisi and
Jocelyn Chanussot},
title = {Mixed Noise Reduction in Hyperspectral Imagery},
booktitle = {10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2019, Amsterdam, Netherlands, September
24-26, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WHISPERS.2019.8920966},
doi = {10.1109/WHISPERS.2019.8920966},
timestamp = {Thu, 19 Dec 2019 11:02:58 +0100},
biburl = {https://dblp.org/rec/conf/whispers/RastiGC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10858,
author = {Renlong Hang and
Qingshan Liu and
Danfeng Hong and
Pedram Ghamisi},
title = {Cascaded Recurrent Neural Networks for Hyperspectral Image Classification},
journal = {CoRR},
volume = {abs/1902.10858},
year = {2019},
url = {http://arxiv.org/abs/1902.10858},
eprinttype = {arXiv},
eprint = {1902.10858},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12305,
author = {Guichen Zhang and
Pedram Ghamisi and
Xiao Xiang Zhu},
title = {Fusion of Heterogeneous Earth Observation Data for the Classification
of Local Climate Zones},
journal = {CoRR},
volume = {abs/1905.12305},
year = {2019},
url = {http://arxiv.org/abs/1905.12305},
eprinttype = {arXiv},
eprint = {1905.12305},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12861,
author = {Shutao Li and
Weiwei Song and
Leyuan Fang and
Yushi Chen and
Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson},
title = {Deep Learning for Hyperspectral Image Classification: An Overview},
journal = {CoRR},
volume = {abs/1910.12861},
year = {2019},
url = {http://arxiv.org/abs/1910.12861},
eprinttype = {arXiv},
eprint = {1910.12861},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-08847,
author = {Danfeng Hong and
Xin Wu and
Pedram Ghamisi and
Jocelyn Chanussot and
Naoto Yokoya and
Xiao Xiang Zhu},
title = {Invariant Attribute Profiles: {A} Spatial-Frequency Joint Feature
Extractor for Hyperspectral Image Classification},
journal = {CoRR},
volume = {abs/1912.08847},
year = {2019},
url = {http://arxiv.org/abs/1912.08847},
eprinttype = {arXiv},
eprint = {1912.08847},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-08847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/HuGZ18,
author = {Jingliang Hu and
Pedram Ghamisi and
Xiao Xiang Zhu},
title = {Feature Extraction and Selection of Sentinel-1 Dual-Pol Data for Global-Scale
Local Climate Zone Classification},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {7},
number = {9},
pages = {379},
year = {2018},
url = {https://doi.org/10.3390/ijgi7090379},
doi = {10.3390/IJGI7090379},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijgi/HuGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/WangHGC18,
author = {Aili Wang and
Xin He and
Pedram Ghamisi and
Yushi Chen},
title = {LiDAR Data Classification Using Morphological Profiles and Convolutional
Neural Networks},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {15},
number = {5},
pages = {774--778},
year = {2018},
url = {https://doi.org/10.1109/LGRS.2018.2810276},
doi = {10.1109/LGRS.2018.2810276},
timestamp = {Sun, 05 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/WangHGC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/GhamisiY18,
author = {Pedram Ghamisi and
Naoto Yokoya},
title = {{IMG2DSM:} Height Simulation From Single Imagery Using Conditional
Generative Adversarial Net},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {15},
number = {5},
pages = {794--798},
year = {2018},
url = {https://doi.org/10.1109/LGRS.2018.2806945},
doi = {10.1109/LGRS.2018.2806945},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/GhamisiY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/ZhuFG18,
author = {Jian Zhu and
Leyuan Fang and
Pedram Ghamisi},
title = {Deformable Convolutional Neural Networks for Hyperspectral Image Classification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {15},
number = {8},
pages = {1254--1258},
year = {2018},
url = {https://doi.org/10.1109/LGRS.2018.2830403},
doi = {10.1109/LGRS.2018.2830403},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/ZhuFG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/RastiSGLC18,
author = {Behnood Rasti and
Paul Scheunders and
Pedram Ghamisi and
Giorgio Licciardi and
Jocelyn Chanussot},
title = {Noise Reduction in Hyperspectral Imagery: Overview and Application},
journal = {Remote. Sens.},
volume = {10},
number = {3},
pages = {482},
year = {2018},
url = {https://doi.org/10.3390/rs10030482},
doi = {10.3390/RS10030482},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/RastiSGLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/QiuSMGZ18,
author = {Chunping Qiu and
Michael Schmitt and
Lichao Mou and
Pedram Ghamisi and
Xiao Xiang Zhu},
title = {Feature Importance Analysis for Local Climate Zone Classification
Using a Residual Convolutional Neural Network with Multi-Source Datasets},
journal = {Remote. Sens.},
volume = {10},
number = {10},
pages = {1572},
year = {2018},
url = {https://doi.org/10.3390/rs10101572},
doi = {10.3390/RS10101572},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/QiuSMGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiGSZ18,
author = {Hao Li and
Pedram Ghamisi and
Uwe Soergel and
Xiao Xiang Zhu},
title = {Hyperspectral and LiDAR Fusion Using Deep Three-Stream Convolutional
Neural Networks},
journal = {Remote. Sens.},
volume = {10},
number = {10},
pages = {1649},
year = {2018},
url = {https://doi.org/10.3390/rs10101649},
doi = {10.3390/RS10101649},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/LiGSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/WuHGLT18,
author = {Xin Wu and
Danfeng Hong and
Pedram Ghamisi and
Wei Li and
Ran Tao},
title = {MsRi-CCF: Multi-Scale and Rotation-Insensitive Convolutional Channel
Features for Geospatial Object Detection},
journal = {Remote. Sens.},
volume = {10},
number = {12},
pages = {1990},
year = {2018},
url = {https://doi.org/10.3390/rs10121990},
doi = {10.3390/RS10121990},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/WuHGLT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/YokoyaGXSHTBSMT18,
author = {Naoto Yokoya and
Pedram Ghamisi and
Junshi Xia and
Sergey Sukhanov and
Roel Heremans and
Ivan Tankoyeu and
Benjamin Bechtel and
Bertrand Le Saux and
Gabriele Moser and
Devis Tuia},
title = {Open Data for Global Multimodal Land Use Classification: Outcome of
the 2017 {IEEE} {GRSS} Data Fusion Contest},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {11},
number = {5},
pages = {1363--1377},
year = {2018},
url = {https://doi.org/10.1109/JSTARS.2018.2799698},
doi = {10.1109/JSTARS.2018.2799698},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/YokoyaGXSHTBSMT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/GhanbariHGS18,
author = {Hamid Ghanbari and
Saeid Homayouni and
Pedram Ghamisi and
Abdolreza Safari},
title = {Radiometric Normalization of Multitemporal and Multisensor Remote
Sensing Images Based on a Gaussian Mixture Model and Error Ellipse},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {11},
number = {11},
pages = {4526--4533},
year = {2018},
url = {https://doi.org/10.1109/JSTARS.2018.2871373},
doi = {10.1109/JSTARS.2018.2871373},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/GhanbariHGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/XiaGYI18,
author = {Junshi Xia and
Pedram Ghamisi and
Naoto Yokoya and
Akira Iwasaki},
title = {Random Forest Ensembles and Extended Multiextinction Profiles for
Hyperspectral Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {56},
number = {1},
pages = {202--216},
year = {2018},
url = {https://doi.org/10.1109/TGRS.2017.2744662},
doi = {10.1109/TGRS.2017.2744662},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/XiaGYI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/MouGZ18,
author = {Lichao Mou and
Pedram Ghamisi and
Xiao Xiang Zhu},
title = {Unsupervised Spectral-Spatial Feature Learning via Deep Residual Conv-Deconv
Network for Hyperspectral Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {56},
number = {1},
pages = {391--406},
year = {2018},
url = {https://doi.org/10.1109/TGRS.2017.2748160},
doi = {10.1109/TGRS.2017.2748160},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/MouGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/MouGZ18a,
author = {Lichao Mou and
Pedram Ghamisi and
Xiao Xiang Zhu},
title = {Corrections to "Deep Recurrent Neural Networks for Hyperspectral
Image Classification"},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {56},
number = {2},
pages = {1214--1215},
year = {2018},
url = {https://doi.org/10.1109/TGRS.2017.2779459},
doi = {10.1109/TGRS.2017.2779459},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/MouGZ18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/FangHLGB18,
author = {Leyuan Fang and
Nanjun He and
Shutao Li and
Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson},
title = {Extinction Profiles Fusion for Hyperspectral Images Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {56},
number = {3},
pages = {1803--1815},
year = {2018},
url = {https://doi.org/10.1109/TGRS.2017.2768479},
doi = {10.1109/TGRS.2017.2768479},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/FangHLGB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ZhuCGB18,
author = {Lin Zhu and
Yushi Chen and
Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson},
title = {Generative Adversarial Networks for Hyperspectral Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {56},
number = {9},
pages = {5046--5063},
year = {2018},
url = {https://doi.org/10.1109/TGRS.2018.2805286},
doi = {10.1109/TGRS.2018.2805286},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ZhuCGB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Qiu0GMZ18,
author = {Chunping Qiu and
Michael Schmitt and
Pedram Ghamisi and
Lichao Mou and
Xiao Xiang Zhu},
title = {Feature Importance Analysis of Sentinel-2 Imagery for Large-Scale
Urban Local Climate Zone Classification},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {4681--4684},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8517732},
doi = {10.1109/IGARSS.2018.8517732},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/Qiu0GMZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/RastiUG18,
author = {Behnood Rasti and
Magnus O. Ulfarsson and
Pedram Ghamisi},
title = {Sparse and Smooth Feature Extraction for Hyperspectral Imagery},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {4760--4763},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8517672},
doi = {10.1109/IGARSS.2018.8517672},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/RastiUG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/KhodadadzadehGC18,
author = {Mahdi Khodadadzadeh and
Pedram Ghamisi and
Cecilia Contreras and
Richard Gloaguen},
title = {Subspace Multinomial Logistic Regression Ensemble for Classification
of Hyperspectral Images},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {5740--5743},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8519404},
doi = {10.1109/IGARSS.2018.8519404},
timestamp = {Sat, 10 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/KhodadadzadehGC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GloaguenGLKZBAJ18,
author = {Richard Gloaguen and
Pedram Ghamisi and
Sandra Lorenz and
Moritz Kirsch and
Robert Zimmermann and
Ren{\'{e}} Booysen and
Louis Andreani and
Robert Jackisch and
Erik Hermann and
Laura Tusa and
Gabriel Unger and
Cecilia Contreras and
Mahdi Khodadadzadeh and
Margret C. Fuchs},
title = {The Need for Multi-Source, Multi-Scale Hyperspectral Imaging to Boost
Non-Invasive Mineral Exploration},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {7430--7433},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8518742},
doi = {10.1109/IGARSS.2018.8518742},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/GloaguenGLKZBAJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/ContrerasKTGG18,
author = {Cecilia Contreras and
Mahdi Khodadadzadeh and
Laura Tusa and
Pedram Ghamisi and
Richard Gloaguen},
title = {A Machine Learning Technique for Drill Core Hyperspectral Data Analysis},
booktitle = {9th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2018, Amsterdam, The Netherlands, September
23-26, 2018},
pages = {1--5},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/WHISPERS.2018.8747022},
doi = {10.1109/WHISPERS.2018.8747022},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/whispers/ContrerasKTGG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08287,
author = {Pedram Ghamisi and
Behnood Rasti and
Naoto Yokoya and
Qunming Wang and
Bernhard H{\"{o}}fle and
Lorenzo Bruzzone and
Francesca Bovolo and
Mingmin Chi and
Katharina Anders and
Richard Gloaguen and
Peter M. Atkinson and
J{\'{o}}n Atli Benediktsson},
title = {Multisource and Multitemporal Data Fusion in Remote Sensing},
journal = {CoRR},
volume = {abs/1812.08287},
year = {2018},
url = {http://arxiv.org/abs/1812.08287},
eprinttype = {arXiv},
eprint = {1812.08287},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-08287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/GhamisiH17,
author = {Pedram Ghamisi and
Bernhard H{\"{o}}fle},
title = {LiDAR Data Classification Using Extinction Profiles and a Composite
Kernel Support Vector Machine},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {14},
number = {5},
pages = {659--663},
year = {2017},
url = {https://doi.org/10.1109/LGRS.2017.2669304},
doi = {10.1109/LGRS.2017.2669304},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/GhamisiH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/ChenLGJG17,
author = {Yushi Chen and
Chunyang Li and
Pedram Ghamisi and
Xiuping Jia and
Yanfeng Gu},
title = {Deep Fusion of Remote Sensing Data for Accurate Classification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {14},
number = {8},
pages = {1253--1257},
year = {2017},
url = {https://doi.org/10.1109/LGRS.2017.2704625},
doi = {10.1109/LGRS.2017.2704625},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/ChenLGJG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/RastiUG17,
author = {Behnood Rasti and
Magnus Orn Ulfarsson and
Pedram Ghamisi},
title = {Automatic Hyperspectral Image Restoration Using Sparse and Low-Rank
Modeling},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {14},
number = {12},
pages = {2335--2339},
year = {2017},
url = {https://doi.org/10.1109/LGRS.2017.2764059},
doi = {10.1109/LGRS.2017.2764059},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/RastiUG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/ChenZGJLT17,
author = {Yushi Chen and
Lin Zhu and
Pedram Ghamisi and
Xiuping Jia and
Guoyu Li and
Liang Tang},
title = {Hyperspectral Images Classification With Gabor Filtering and Convolutional
Neural Network},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {14},
number = {12},
pages = {2355--2359},
year = {2017},
url = {https://doi.org/10.1109/LGRS.2017.2764915},
doi = {10.1109/LGRS.2017.2764915},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/ChenZGJLT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/GhamisiHZ17,
author = {Pedram Ghamisi and
Bernhard H{\"{o}}fle and
Xiao Xiang Zhu},
title = {Hyperspectral and LiDAR Data Fusion Using Extinction Profiles and
Deep Convolutional Neural Network},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {10},
number = {6},
pages = {3011--3024},
year = {2017},
url = {https://doi.org/10.1109/JSTARS.2016.2634863},
doi = {10.1109/JSTARS.2016.2634863},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/GhamisiHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/MouGZ17,
author = {Lichao Mou and
Pedram Ghamisi and
Xiao Xiang Zhu},
title = {Deep Recurrent Neural Networks for Hyperspectral Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {55},
number = {7},
pages = {3639--3655},
year = {2017},
url = {https://doi.org/10.1109/TGRS.2016.2636241},
doi = {10.1109/TGRS.2016.2636241},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/MouGZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/RastiGG17,
author = {Behnood Rasti and
Pedram Ghamisi and
Richard Gloaguen},
title = {Hyperspectral and LiDAR Fusion Using Extinction Profiles and Total
Variation Component Analysis},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {55},
number = {7},
pages = {3997--4007},
year = {2017},
url = {https://doi.org/10.1109/TGRS.2017.2686450},
doi = {10.1109/TGRS.2017.2686450},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/RastiGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/RastiGPP17,
author = {Behnood Rasti and
Pedram Ghamisi and
Javier Plaza and
Antonio Plaza},
title = {Fusion of Hyperspectral and LiDAR Data Using Sparse and Low-Rank Component
Analysis},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {55},
number = {11},
pages = {6354--6365},
year = {2017},
url = {https://doi.org/10.1109/TGRS.2017.2726901},
doi = {10.1109/TGRS.2017.2726901},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/RastiGPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/YokoyaGX17,
author = {Naoto Yokoya and
Pedram Ghamisi and
Junshi Xia},
title = {Multimodal, multitemporal, and multisource global data fusion for
local climate zones classification based on ensemble learning},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {1197--1200},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8127172},
doi = {10.1109/IGARSS.2017.8127172},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/YokoyaGX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/DuXGIB17,
author = {Peijun Du and
Junshi Xia and
Pedram Ghamisi and
Akira Iwasaki and
J{\'{o}}n Atli Benediktsson},
title = {Multiple composite kernel learning for hyperspectral image classification},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {2223--2226},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8127430},
doi = {10.1109/IGARSS.2017.8127430},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/DuXGIB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/HeFLGB17,
author = {Nanjun He and
Leyuan Fang and
Shutao Li and
Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson},
title = {Hyperspectral images classification by fusing extinction profiles
feature},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {2267--2270},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8127441},
doi = {10.1109/IGARSS.2017.8127441},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/HeFLGB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GhamisiRZ17,
author = {Pedram Ghamisi and
Behnood Rasti and
Xiao Xiang Zhu},
title = {Feature fusion of hyperspectral and lidar data using extinction profiles
and total variation},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {2621--2624},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8127532},
doi = {10.1109/IGARSS.2017.8127532},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/GhamisiRZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/HuWGZ17,
author = {Jingliang Hu and
Yuanyuan Wang and
Pedram Ghamisi and
Xiao Xiang Zhu},
title = {Evaluation of polsar similarity measures with spectral clustering},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {3254--3257},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8127691},
doi = {10.1109/IGARSS.2017.8127691},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/HuWGZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/MouGZ17,
author = {Lichao Mou and
Pedram Ghamisi and
Xiao Xiang Zhu},
title = {Fully conv-deconv network for unsupervised spectral-spatial feature
extraction of hyperspectral imagery via residual learning},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {5181--5184},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8128169},
doi = {10.1109/IGARSS.2017.8128169},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/MouGZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhamisiCWBP17,
author = {Pedram Ghamisi and
Gabriele Cavallaro and
Dan Wu and
J{\'{o}}n Atli Benediktsson and
Antonio Plaza},
title = {Integration of LiDAR and Hyperspectral Data for Land-cover Classification:
{A} Case Study},
journal = {CoRR},
volume = {abs/1707.02642},
year = {2017},
url = {http://arxiv.org/abs/1707.02642},
eprinttype = {arXiv},
eprint = {1707.02642},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GhamisiCWBP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-01089,
author = {Shaghayegh Kargozar Nahavandya and
Lalit Kumar and
Pedram Ghamisi},
title = {Using the {SLEUTH} urban growth model to simulate the impacts of future
policy scenarios on urban land use in the Tehran metropolitan area
in Iran},
journal = {CoRR},
volume = {abs/1708.01089},
year = {2017},
url = {http://arxiv.org/abs/1708.01089},
eprinttype = {arXiv},
eprint = {1708.01089},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-01089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/GhamisiCZ16,
author = {Pedram Ghamisi and
Yushi Chen and
Xiao Xiang Zhu},
title = {A Self-Improving Convolution Neural Network for the Classification
of Hyperspectral Data},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {13},
number = {10},
pages = {1537--1541},
year = {2016},
url = {https://doi.org/10.1109/LGRS.2016.2595108},
doi = {10.1109/LGRS.2016.2595108},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/GhamisiCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/GhamisiSBRLZ16,
author = {Pedram Ghamisi and
Roberto Souza and
J{\'{o}}n Atli Benediktsson and
Let{\'{\i}}cia Rittner and
Roberto de Alencar Lotufo and
Xiao Xiang Zhu},
title = {Hyperspectral Data Classification Using Extended Extinction Profiles},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {13},
number = {11},
pages = {1641--1645},
year = {2016},
url = {https://doi.org/10.1109/LGRS.2016.2600244},
doi = {10.1109/LGRS.2016.2600244},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/GhamisiSBRLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GhamisiSBZRL16,
author = {Pedram Ghamisi and
Roberto Souza and
J{\'{o}}n Atli Benediktsson and
Xiao Xiang Zhu and
Let{\'{\i}}cia Rittner and
Roberto de Alencar Lotufo},
title = {Extinction Profiles for the Classification of Remote Sensing Data},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {54},
number = {10},
pages = {5631--5645},
year = {2016},
url = {https://doi.org/10.1109/TGRS.2016.2561842},
doi = {10.1109/TGRS.2016.2561842},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/GhamisiSBZRL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ChenJLJG16,
author = {Yushi Chen and
Hanlu Jiang and
Chunyang Li and
Xiuping Jia and
Pedram Ghamisi},
title = {Deep Feature Extraction and Classification of Hyperspectral Images
Based on Convolutional Neural Networks},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {54},
number = {10},
pages = {6232--6251},
year = {2016},
url = {https://doi.org/10.1109/TGRS.2016.2584107},
doi = {10.1109/TGRS.2016.2584107},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ChenJLJG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ChenLGSG16,
author = {Yushi Chen and
Chunyang Li and
Pedram Ghamisi and
Chunyu Shi and
Yanfeng Gu},
title = {Deep fusion of hyperspectral and LiDAR data for thematic classification},
booktitle = {2016 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2016, Beijing, China, July 10-15, 2016},
pages = {3591--3594},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IGARSS.2016.7729930},
doi = {10.1109/IGARSS.2016.7729930},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/ChenLGSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GhamisiSRBLZ16,
author = {Pedram Ghamisi and
Roberto Souza and
Let{\'{\i}}cia Rittner and
J{\'{o}}n Atli Benediktsson and
Roberto de Alencar Lotufo and
Xiao Xiang Zhu},
title = {Extinction profiles: {A} novel approach for the analysis of remote
sensing data},
booktitle = {2016 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2016, Beijing, China, July 10-15, 2016},
pages = {5122--5125},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IGARSS.2016.7730335},
doi = {10.1109/IGARSS.2016.7730335},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/GhamisiSRBLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/GhamisiSBZRL16,
author = {Pedram Ghamisi and
Roberto Souza and
J{\'{o}}n Atli Benediktsson and
Xiao Xiang Zhu and
Let{\'{\i}}cia Rittner and
Roberto de Alencar Lotufo},
title = {Extended extinction profile for the classification of hyperspectral
images},
booktitle = {8th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2016, Los Angeles, CA, USA, August 21-24,
2016},
pages = {1--4},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/WHISPERS.2016.8071656},
doi = {10.1109/WHISPERS.2016.8071656},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/whispers/GhamisiSBZRL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/HuGSZ16,
author = {Jingliang Hu and
Pedram Ghamisi and
Andreas Schmitt and
Xiao Xiang Zhu},
title = {Object based fusion of polarimetric {SAR} and hyperspectral imaging
for land use classification},
booktitle = {8th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2016, Los Angeles, CA, USA, August 21-24,
2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/WHISPERS.2016.8071752},
doi = {10.1109/WHISPERS.2016.8071752},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/whispers/HuGSZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/YokoyaG16,
author = {Naoto Yokoya and
Pedram Ghamisi},
title = {Land-cover monitoring using time-series hyperspectral data via fractional-order
darwinian particle swarm optimization segmentation},
booktitle = {8th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2016, Los Angeles, CA, USA, August 21-24,
2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/WHISPERS.2016.8071761},
doi = {10.1109/WHISPERS.2016.8071761},
timestamp = {Mon, 23 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/whispers/YokoyaG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/GhamisiB15,
author = {Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson},
title = {Feature Selection Based on Hybridization of Genetic Algorithm and
Particle Swarm Optimization},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {12},
number = {2},
pages = {309--313},
year = {2015},
url = {https://doi.org/10.1109/LGRS.2014.2337320},
doi = {10.1109/LGRS.2014.2337320},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/GhamisiB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/GhamisiACB15,
author = {Pedram Ghamisi and
Abder{-}Rahman Ali and
Micael S. Couceiro and
J{\'{o}}n Atli Benediktsson},
title = {A Novel Evolutionary Swarm Fuzzy Clustering Approach for Hyperspectral
Imagery},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {8},
number = {6},
pages = {2447--2456},
year = {2015},
url = {https://doi.org/10.1109/JSTARS.2015.2398835},
doi = {10.1109/JSTARS.2015.2398835},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/GhamisiACB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GhamisiMB15,
author = {Pedram Ghamisi and
Mauro Dalla Mura and
J{\'{o}}n Atli Benediktsson},
title = {A Survey on Spectral-Spatial Classification Techniques Based on Attribute
Profiles},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {53},
number = {5},
pages = {2335--2353},
year = {2015},
url = {https://doi.org/10.1109/TGRS.2014.2358934},
doi = {10.1109/TGRS.2014.2358934},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/GhamisiMB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GhamisiCB15,
author = {Pedram Ghamisi and
Micael S. Couceiro and
J{\'{o}}n Atli Benediktsson},
title = {A Novel Feature Selection Approach Based on {FODPSO} and {SVM}},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {53},
number = {5},
pages = {2935--2947},
year = {2015},
url = {https://doi.org/10.1109/TGRS.2014.2367010},
doi = {10.1109/TGRS.2014.2367010},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/GhamisiCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GhamisiWCBPF15,
author = {Pedram Ghamisi and
Dan Wu and
Gabriele Cavallaro and
J{\'{o}}n Atli Benediktsson and
Stuart R. Phinn and
Nicola Falco},
title = {An advanced classifier for the joint use of LiDAR and hyperspectral
data: Case study in Queensland, Australia},
booktitle = {2015 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2015, Milan, Italy, July 26-31, 2015},
pages = {2354--2357},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IGARSS.2015.7326281},
doi = {10.1109/IGARSS.2015.7326281},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/GhamisiWCBPF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/GhamisiCFB14,
author = {Pedram Ghamisi and
Micael S. Couceiro and
Mathieu Fauvel and
J{\'{o}}n Atli Benediktsson},
title = {Integration of Segmentation Techniques for Classification of Hyperspectral
Images},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {11},
number = {1},
pages = {342--346},
year = {2014},
url = {https://doi.org/10.1109/LGRS.2013.2257675},
doi = {10.1109/LGRS.2013.2257675},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/GhamisiCFB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/GhamisiBCP14,
author = {Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson and
Gabriele Cavallaro and
Antonio Plaza},
title = {Automatic Framework for Spectral-Spatial Classification Based on Supervised
Feature Extraction and Morphological Attribute Profiles},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {7},
number = {6},
pages = {2147--2160},
year = {2014},
url = {https://doi.org/10.1109/JSTARS.2014.2298876},
doi = {10.1109/JSTARS.2014.2298876},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/GhamisiBCP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GhamisiCMB14,
author = {Pedram Ghamisi and
Micael S. Couceiro and
Fernando Manuel Louren{\c{c}}o Martins and
J{\'{o}}n Atli Benediktsson},
title = {Multilevel Image Segmentation Based on Fractional-Order Darwinian
Particle Swarm Optimization},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {52},
number = {5},
pages = {2382--2394},
year = {2014},
url = {https://doi.org/10.1109/TGRS.2013.2260552},
doi = {10.1109/TGRS.2013.2260552},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/GhamisiCMB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GhamisiBU14,
author = {Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson and
Magnus O. Ulfarsson},
title = {Spectral-Spatial Classification of Hyperspectral Images Based on Hidden
Markov Random Fields},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {52},
number = {5},
pages = {2565--2574},
year = {2014},
url = {https://doi.org/10.1109/TGRS.2013.2263282},
doi = {10.1109/TGRS.2013.2263282},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/GhamisiBU14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GhamisiBS14,
author = {Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson and
Johannes R. Sveinsson},
title = {Automatic Spectral-Spatial Classification Framework Based on Attribute
Profiles and Supervised Feature Extraction},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {52},
number = {9},
pages = {5771--5782},
year = {2014},
url = {https://doi.org/10.1109/TGRS.2013.2292544},
doi = {10.1109/TGRS.2013.2292544},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/GhamisiBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GhamisiBP14,
author = {Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson and
Stuart R. Phinn},
title = {Fusion of hyperspectral and LiDAR data in classification of urban
areas},
booktitle = {2014 {IEEE} Geoscience and Remote Sensing Symposium, {IGARSS} 2014,
Quebec City, QC, Canada, July 13-18, 2014},
pages = {181--184},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IGARSS.2014.6946386},
doi = {10.1109/IGARSS.2014.6946386},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/GhamisiBP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/GhamisiCB14,
author = {Pedram Ghamisi and
Micael S. Couceiro and
J{\'{o}}n Atli Benediktsson},
title = {{FODSPO} based feature selection for hyperspectral remote sensing
data},
booktitle = {6th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2014, Lausanne, Switzerland, June 24-27,
2014},
pages = {1--4},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/WHISPERS.2014.8077613},
doi = {10.1109/WHISPERS.2014.8077613},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/whispers/GhamisiCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GhamisiBU13,
author = {Pedram Ghamisi and
J{\'{o}}n Atli Benediktsson and
Magnus O. Ulfarsson},
title = {The spectral-spatial classification of hyperspectral images based
on Hidden Markov Random Field and its Expectation-Maximization},
booktitle = {2013 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2013, Melbourne, Australia, July 21-26, 2013},
pages = {1107--1110},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IGARSS.2013.6721358},
doi = {10.1109/IGARSS.2013.6721358},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/GhamisiBU13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GhamisiCFB13,
author = {Pedram Ghamisi and
Micael S. Couceiro and
Mathieu Fauvel and
J{\'{o}}n Atli Benediktsson},
title = {Spectral-spatial classification based on integrated segmentation},
booktitle = {2013 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2013, Melbourne, Australia, July 21-26, 2013},
pages = {1458--1461},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IGARSS.2013.6723060},
doi = {10.1109/IGARSS.2013.6723060},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/GhamisiCFB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/GhamisiCBF12,
author = {Pedram Ghamisi and
Micael S. Couceiro and
J{\'{o}}n Atli Benediktsson and
Nuno M. F. Ferreira},
title = {An efficient method for segmentation of images based on fractional
calculus and natural selection},
journal = {Expert Syst. Appl.},
volume = {39},
number = {16},
pages = {12407--12417},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2012.04.078},
doi = {10.1016/J.ESWA.2012.04.078},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/GhamisiCBF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dphoto/GhamisiK12,
author = {Pedram Ghamisi and
Lalit Kumar},
editor = {Sebastiano Battiato and
Brian G. Rodricks and
Nitin Sampat and
Francisco H. Imai and
Feng Xiao},
title = {A novel adaptive compression method for hyperspectral images by using
{EDT} and particle swarm optimization},
booktitle = {Digital Photography VIII, part of the IS{\&}T-SPIE Electronic
Imaging Symposium, Burlingame, California, USA, January 23-24, 2012,
Proceedings},
series = {{SPIE} Proceedings},
volume = {8299},
pages = {82990M},
publisher = {SPIE/IS{\&}T},
year = {2012},
url = {https://doi.org/10.1117/12.904727},
doi = {10.1117/12.904727},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dphoto/GhamisiK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GhamisiCFK12,
author = {Pedram Ghamisi and
Micael S. Couceiro and
Nuno M. F. Ferreira and
Lalit Kumar},
title = {Use of Darwinian Particle Swarm Optimization technique for the segmentation
of Remote Sensing images},
booktitle = {2012 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2012, Munich, Germany, July 22-27, 2012},
pages = {4295--4298},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IGARSS.2012.6351718},
doi = {10.1109/IGARSS.2012.6351718},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/GhamisiCFK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icspcs/GhamisiSCM11,
author = {Pedram Ghamisi and
Farshid Sepehrband and
Jayran Choupan and
Mohammad Mortazavi},
title = {Binary Hybrid {GA-PSO} based algorithm for compression of hyperspectral
data},
booktitle = {5th International Conference on Signal Processing and Communication
Systems, {ICSPCS} 2011, Honolulu, HI, USA, December 12-14, 2011},
pages = {1--8},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSPCS.2011.6140839},
doi = {10.1109/ICSPCS.2011.6140839},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icspcs/GhamisiSCM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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