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@inproceedings{DBLP:conf/cdceo/AdrianoYO22, author = {Bruno Adriano and Naoto Yokoya and Satoru Oishi}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {Predicting Flood Inundation Depth Based-on Machine Learning and Numerical Simulation}, 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 = {58--64}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper9.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:10 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/AdrianoYO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdceo/BaiLXPCDL22, author = {Lin Bai and Weile Li and Qiang Xu and Weihang Peng and Kai Chen and Zhenzhen Duan and Huiyan Lu}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {Multispectral U-Net: {A} Semantic Segmentation Model Using Multispectral Bands Fusion Mechanism for Landslide 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 = {101--104}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper16.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/BaiLXPCDL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdceo/BarriereC22, author = {Valentin Barri{\`{e}}re and Martin Claverie}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution}, 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 = {50--57}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper8.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/BarriereC22.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 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/Chang0G22.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/cdceo/MattosBM22, author = {Agatha C. H. de Mattos and Michela Bertolotto and Gavin McArdle}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {Mapping Slums with Deep Learning Feature Extraction}, 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 = {27--32}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper5.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/MattosBM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdceo/MiLCT22, author = {Li Mi and Siran Li and Christel Chappuis and Devis Tuia}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {Knowledge-Aware Cross-Modal Text-Image Retrieval for Remote Sensing Images}, 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 = {14--20}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper4.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/MiLCT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdceo/PavlikRE22, author = {Peter Pavl{\'{\i}}k and Viera Rozinajov{\'{a}} and Anna Bou Ezzeddine}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {Radar-Based Volumetric Precipitation Nowcasting: {A} 3D Convolutional Neural Network with U-Net Architecture}, 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 = {65--72}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper10.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/PavlikRE22.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/ShahabiG22, author = {Hejar Shahabi and Omid Ghorbanzadeh}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {Model-Centric vs Data-Centric Deep Learning Approaches for Landslide 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 = {44--49}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper7.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/ShahabiG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdceo/SongAY22, author = {Jian Song and Bruno Adriano and Naoto Yokoya}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {"Disaster Detection from {SAR} Images with Different Off-Nadir Angles Using Unsupervised Image Translation}, 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 = {14--20}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper3.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/SongAY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdceo/WangJXZJ22, author = {Yifan Wang and Shuguo Jiang and Meng Xu and Shuyu Zhang and Sen Jia}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {A Center-Masked Convolutional Transformer for Hyperspectral Image 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 = {1--6}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper1.pdf}, timestamp = {Tue, 21 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/WangJXZJ22.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/ZhangSXXYZ22, author = {Fahong Zhang and Yilei Shi and Qingsong Xu and Zhitong Xiong and Wei Yao and Xiao Xiang Zhu}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {On the Generalization of the Semantic Segmentation Model for Landslide 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 = {96--100}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper15.pdf}, timestamp = {Tue, 13 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/ZhangSXXYZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdceo/ZhaoWPMWZ22, author = {Hengwei Zhao and Junjue Wang and Yang Pan and Ailong Ma and Xinyu Wang and Yanfei Zhong}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {Progressive Label Refinement-Based Distribution Adaptation Framework for Landslide 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 = {87--90}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper13.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/ZhaoWPMWZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdceo/ZhaoZWQW22, author = {Dong Zhao and Qi Zang and Zining Wang and Dou Quan and Shuang Wang}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {SwinLS: Adapting Swin Transformer to Landslide 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 = {91--95}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper14.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/ZhaoZWQW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdceo/ZhuLILT0OLNJ22, author = {Bryan Zhu and Nicholas Lui and Jeremy Irvin and Jimmy Le and Sahil Tadwalkar and Chenghao Wang and Zutao Ouyang and Frankie Y. Liu and Andrew Y. Ng and Robert B. Jackson}, editor = {Aleksandra Gruca and Caleb Robinson and Naoto Yokoya and Jun Zhou and Pedram Ghamisi}, title = {{METER-ML:} {A} Multi-Sensor Earth Observation Benchmark for Automated Methane Source Mapping}, 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 = {33--43}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3207/paper6.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdceo/ZhuLILT0OLNJ22.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} }
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