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ORCIDJocelyn Chanussot
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- affiliation: Grenoble Institute of Technology, France
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2020 – today
- 2024
[j364]Chen Yang, Biao Hou, Bo Ren, Xu Liu, Jocelyn Chanussot
, Shuang Wang, Licheng Jiao:
SSDFL: Spatial scattering decomposition feature learning for PolSAR image. Int. J. Appl. Earth Obs. Geoinformation 128: 103702 (2024)- [j363]Jie Deng, Danfeng Hong, Chenyu Li, Jing Yao, Ziqian Yang, Zhijian Zhang, Jocelyn Chanussot:
RustQNet: Multimodal deep learning for quantitative inversion of wheat stripe rust disease index. Comput. Electron. Agric. 225: 109245 (2024) - [j362]Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot:
A novel deep Siamese framework for burned area mapping Leveraging mixture of experts. Eng. Appl. Artif. Intell. 133: 108280 (2024) - [j361]Janine Florath, Jocelyn Chanussot, Sina Keller:
Road Accessibility during Natural Hazards Based on Volunteered Geographic Information Data and Network Analysis. ISPRS Int. J. Geo Inf. 13(4): 107 (2024) - [j360]Maysam Behmanesh, Peyman Adibi, Jocelyn Chanussot, Sayyed Mohammad Saeed Ehsani:
Cross-modal and multimodal data analysis based on functional mapping of spectral descriptors and manifold regularization. Neurocomputing 598: 128062 (2024) - [j359]Chenyu Li, Bing Zhang, Danfeng Hong, Jun Zhou, Gemine Vivone, Shutao Li, Jocelyn Chanussot:
CasFormer: Cascaded transformers for fusion-aware computational hyperspectral imaging. Inf. Fusion 108: 102408 (2024) - [j358]Antoine Bralet, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto:
ISSLIDE: A New InSAR Dataset for Slow SLIding Area DEtection With Machine Learning. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j357]Guocheng Li, Bobo Xi, Yufei He, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
Diamond-Unet: A Novel Semantic Segmentation Network Based on U-Net Network and Transformer for Deep Space Rock Images. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j356]Qihan Xu, Bobo Xi, Haitao Xu, Yun Huang, Yunsong Li, Jocelyn Chanussot:
Small Object-Aware Video Coding for Machines via Feature-Motion Synergy. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j355]Chen Yang, Yue Hu, Biao Hou, Bo Ren, Jocelyn Chanussot, Licheng Jiao:
Model-Based Decomposition Feature Learning With Adversarial Prior. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j354]Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5227-5244 (2024) - [j353]Liyao Song, Haiwei Li, Song Liu, Junyu Chen, Jiancun Fan, Quan Wang, Jocelyn Chanussot:
Attention Network with Outdoor Illumination Variation Prior for Spectral Reconstruction from RGB Images. Remote. Sens. 16(1): 180 (2024) - [j352]Benyamin Hosseiny, Masoud MahdianPari, MohammadAli Hemati, Ali Radman, Fariba Mohammadimanesh, Jocelyn Chanussot:
Beyond Supervised Learning in Remote Sensing: A Systematic Review of Deep Learning Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 1035-1052 (2024) - [j351]Nassim Ait Ali Braham, Julien Mairal, Jocelyn Chanussot, Lichao Mou, Xiaoxiang Zhu:
Enhancing Contrastive Learning With Positive Pair Mining for Few-Shot Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 8509-8526 (2024) - [j350]Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang, Huilin Zhao, Chuan Chen, Cong Xia, Hao Li, Gemine Vivone, Ronny Hänsch, Gülsen Taskin Kaya, Jing Yao, A. Kai Qin, Bing Zhang, Jocelyn Chanussot, Danfeng Hong:
Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 8851-8862 (2024) - [j349]Xiaomeng Tan, Bobo Xi, Jiaojiao Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
Review of Zero-Shot Remote Sensing Image Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 11274-11289 (2024) - [j348]Xiaomeng Tan, Bobo Xi, Haitao Xu, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
MFINet: A Novel Zero-Shot Remote Sensing Scene Classification Network Based on Multimodal Feature Interaction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 11670-11684 (2024) - [j347]Masoomeh Gomroki, Mahdi Hasanlou, Jocelyn Chanussot, Danfeng Hong:
EMYNet-BDD: EfficientViTB Meets Yolov8 in the Encoder-Decoder Architecture for Building Damage Detection Using Postevent Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13120-13134 (2024) - [j346]Minghua Wang, Lianru Gao, Longfei Ren, Xian Sun, Jocelyn Chanussot:
Hyperspectral Simultaneous Anomaly Detection and Denoising: Insights From Integrative Perspective. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13966-13980 (2024) - [j345]Mingshuo Cai, Bobo Xi, Jiaojiao Li, Shou Feng, Yunsong Li, Zan Li, Jocelyn Chanussot:
Mind the Gap: Multilevel Unsupervised Domain Adaptation for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j344]Alessia Carbone, Rocco Restaino, Gemine Vivone, Jocelyn Chanussot:
Model-Based Super-Resolution for Sentinel-5P Data. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j343]Chenwei Deng, Jiapeng Wu, Yuqi Han, Wenzheng Wang, Jocelyn Chanussot:
Learning a Robust Topological Relationship for Online Multiobject Tracking in UAV Scenarios. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j342]Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot:
Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j341]Lin He, Zhou Fang, Jun Li, Jocelyn Chanussot, Antonio Plaza:
Two Spectral-Spatial Implicit Neural Representations for Arbitrary-Resolution Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 62: 1-21 (2024) - [j340]Jiaxin Li, Ke Zheng, Lianru Gao, Li Ni, Min Huang, Jocelyn Chanussot:
Model-Informed Multistage Unsupervised Network for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j339]Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot:
Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package. IEEE Trans. Geosci. Remote. Sens. 62: 1-31 (2024) - [j338]Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot:
Fast Semisupervised Unmixing Using Nonconvex Optimization. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j337]Longfei Ren, Lianru Gao, Minghua Wang, Xu Sun, Jocelyn Chanussot:
HADGSM: A Unified Nonconvex Framework for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j336]Biqi Wang, Yang Xu, Zebin Wu, Shangdong Zheng, Zhihui Wei, Jocelyn Chanussot:
Hyperspectral Images Single-Source Domain Generalization Based on Nonlinear Sample Generation. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j335]Xin Wu, Zhanchao Huang, Li Wang, Jocelyn Chanussot, Jiaojiao Tian:
Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale Events. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j334]Jie Xie, Leyuan Fang, Cheng Wu, Feng Xie, Jocelyn Chanussot:
Blind Spectral Super-Resolution by Estimating Spectral Degradation Between Unpaired Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j333]Xichuan Zhou, Fu Liang, Lihui Chen, Haijun Liu, Qianqian Song, Gemine Vivone, Jocelyn Chanussot:
MeSAM: Multiscale Enhanced Segment Anything Model for Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j332]Rufan Zhou, Dou Quan, Shuang Wang, Chonghua Lv, Xianwei Cao, Jocelyn Chanussot, Yi Li, Licheng Jiao:
A Unified Deep Learning Network for Remote Sensing Image Registration and Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j331]Fatemeh Fathinezhad, Peyman Adibi, Bijan Shoushtarian, Jocelyn Chanussot:
Local and soft feature selection for value function approximation in batch reinforcement learning for robot navigation. J. Supercomput. 80(8): 10720-10745 (2024) - [j330]Dou Quan, Shuang Wang, Ning Huyan, Yi Li, Ruiqi Lei, Jocelyn Chanussot, Biao Hou, Licheng Jiao:
A Concurrent Multiscale Detector for End-to-End Image Matching. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3560-3574 (2024) - [j329]Ning Huyan, Xiangrong Zhang, Dou Quan, Jocelyn Chanussot, Licheng Jiao:
AUD-Net: A Unified Deep Detector for Multiple Hyperspectral Image Anomaly Detection via Relation and Few-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6835-6849 (2024) - [j328]Maysam Behmanesh, Peyman Adibi, Sayyed Mohammad Saeed Ehsani, Jocelyn Chanussot:
Geometric Multimodal Deep Learning With Multiscaled Graph Wavelet Convolutional Network. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6991-7005 (2024) - [d3]Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto:
SAR-DEM-Optical Mountainous Dataset for Distortion Management. IEEE DataPort, 2024
- [d2]Antoine Bralet, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto:
ISSLIDE: InSAR dataset for Slow SLIding area DEtection with machine learning. IEEE DataPort, 2024 - [i66]Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot:
Fast Semi-supervised Unmixing using Non-convex Optimization. CoRR abs/2401.12609 (2024) - [i65]Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot:
Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection. CoRR abs/2402.15335 (2024) - [i64]Jing Yao, Danfeng Hong, Chenyu Li, Jocelyn Chanussot:
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification. CoRR abs/2404.08489 (2024) - [i63]Xin Wu, Zhanchao Huang, Li Wang, Jocelyn Chanussot, Jiaojiao Tian:
Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale Events. CoRR abs/2405.08251 (2024) - [i62]Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Giovanni Poggi, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa:
Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives. CoRR abs/2407.01355 (2024) - [i61]Christophe Karam, Jessy Matias, Xavier Breniere, Jocelyn Chanussot:
Optimizing the image correction pipeline for pedestrian detection in the thermal-infrared domain. CoRR abs/2407.04484 (2024) - [i60]Ian Hough, Loïc Argentier, Ziyang Jiang, Tongshu Zheng, Mike Bergin, David Carlson, Jean-Luc Jaffrezo, Jocelyn Chanussot, Gaëlle Uzu:
Assessing the Potential of PlanetScope Satellite Imagery to Estimate Particulate Matter Oxidative Potential. CoRR abs/2407.13778 (2024) - [i59]Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Hamad Ahmed Altuwaijri, Swalpa Kumar Roy, Jocelyn Chanussot, Danfeng Hong:
Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification. CoRR abs/2408.01372 (2024) - 2023
- [j327]Na Liu, Wei Li, Yinjian Wang, Ran Tao, Qian Du, Jocelyn Chanussot:
A survey on hyperspectral image restoration: from the view of low-rank tensor approximation. Sci. China Inf. Sci. 66(4) (2023) - [j326]Utpal Nandi, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jocelyn Chanussot:
TAttMSRecNet: Triplet-attention and multiscale reconstruction network for band selection in hyperspectral images. Expert Syst. Appl. 212: 118797 (2023) - [j325]Na Liu, Wei Li, Xian Sun, Ran Tao, Jocelyn Chanussot:
Remote Sensing Image Fusion With Task-Inspired Multiscale Nonlocal-Attention Network. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j324]Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot:
SUnAA: Sparse Unmixing Using Archetypal Analysis. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j323]Seyd Teymoor Seydi, Yousef Kanani-Sadat, Mahdi Hasanlou, Roya Sahraei, Jocelyn Chanussot, Meisam Amani:
Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping. Remote. Sens. 15(1): 192 (2023) - [j322]Gemine Vivone, Andrea Garzelli, Yang Xu, Wenzhi Liao, Jocelyn Chanussot:
Panchromatic and Hyperspectral Image Fusion: Outcome of the 2022 WHISPERS Hyperspectral Pansharpening Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 166-179 (2023) - [j321]Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot, Pedram Ghamisi:
BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 4232-4247 (2023) - [j320]Dou Quan, Huiyuan Wei, Shuang Wang, Yi Li, Jocelyn Chanussot, Yanhe Guo, Biao Hou, Licheng Jiao:
Efficient and Robust: A Cross-Modal Registration Deep Wavelet Learning Method for Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 4739-4754 (2023) - [j319]Masoomeh Gomroki, Mahdi Hasanlou, Jocelyn Chanussot:
Automatic 3D Multiple Building Change Detection Model Based on Encoder-Decoder Network Using Highly Unbalanced Remote Sensing Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 10311-10325 (2023) - [j318]Bobo Xi, Jiaojiao Li, Yan Diao, Yunsong Li, Zan Li, Yan Huang, Jocelyn Chanussot:
DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery. IEEE Trans. Circuits Syst. Video Technol. 33(4): 1535-1548 (2023) - [j317]Minghua Wang, Qiang Wang, Danfeng Hong, Swalpa Kumar Roy, Jocelyn Chanussot:
Learning Tensor Low-Rank Representation for Hyperspectral Anomaly Detection. IEEE Trans. Cybern. 53(1): 679-691 (2023) - [j316]Ran Ran, Liang-Jian Deng, Tai-Xiang Jiang, Jin-Fan Hu, Jocelyn Chanussot, Gemine Vivone:
GuidedNet: A General CNN Fusion Framework via High-Resolution Guidance for Hyperspectral Image Super-Resolution. IEEE Trans. Cybern. 53(7): 4148-4161 (2023) - [j315]Bohan Chen, Yifei Lou, Andrea L. Bertozzi, Jocelyn Chanussot:
Graph-Based Active Learning for Nearly Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j314]Rong Chen, Gemine Vivone, Guanghui Li, Chenglong Dai, Jocelyn Chanussot:
An Offset Graph U-Net for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j313]Lihui Chen, Gemine Vivone, Zihao Nie, Jocelyn Chanussot, Xiaomin Yang:
Spatial Data Augmentation: Improving the Generalization of Neural Networks for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [j312]Chenwei Deng, Donglin Jing, Yuqi Han, Jocelyn Chanussot:
Toward Hierarchical Adaptive Alignment for Aerial Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j311]Lin He, Dahan Xi, Jun Li, Honghao Lai, Antonio Plaza, Jocelyn Chanussot:
Dynamic Hyperspectral Pansharpening CNNs. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [j310]Danfeng Hong, Jing Yao, Chenyu Li, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot:
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j309]Jingtao Hu, Junyu Gao, Yuan Yuan, Jocelyn Chanussot, Qi Wang:
LGNet: Location-Guided Network for Road Extraction From Satellite Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j308]Nan Huang, Liang Xiao, Qichao Liu, Jocelyn Chanussot:
S2DMSC: A Self-Supervised Deep Multilevel Subspace Clustering Approach for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j307]Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot:
LRR-Net: An Interpretable Deep Unfolding Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j306]Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, Zhihui Wei:
Spectral Variability Bayesian Unmixing for Hyperspectral Sequence in Wavelet Domain. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [j305]Huan Ni, Qingshan Liu, Haiyan Guan, Hong Tang, Jocelyn Chanussot:
Category-Level Assignment for Cross-Domain Semantic Segmentation in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j304]Longfei Ren, Danfeng Hong, Lianru Gao, Xu Sun, Min Huang, Jocelyn Chanussot:
Hyperspectral Sparse Unmixing via Nonconvex Shrinkage Penalties. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j303]Longfei Ren, Danfeng Hong, Lianru Gao, Xu Sun, Min Huang, Jocelyn Chanussot:
Orthogonal Subspace Unmixing to Address Spectral Variability for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j302]Bo Ren, Zhao Wang, Biao Hou, Bo Liu, Zitong Wu, Jocelyn Chanussot, Licheng Jiao:
Incremental Land Cover Classification via Label Strategy and Adaptive Weights. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j301]Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot:
Multimodal Fusion Transformer for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023) - [j300]Pourya Shamsolmoali, Jocelyn Chanussot, Huiyu Zhou, Yue Lu:
Efficient Object Detection in Optical Remote Sensing Imagery via Attention-Based Feature Distillation. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j299]Yan Shi, Aiyong Tan, Na Liu, Wei Li, Ran Tao, Jocelyn Chanussot:
A Pansharpening Method Based on Hybrid-Scale Estimation of Injection Gains. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j298]Minghua Wang, Danfeng Hong, Bing Zhang, Longfei Ren, Jing Yao, Jocelyn Chanussot:
Learning Double Subspace Representation for Joint Hyperspectral Anomaly Detection and Noise Removal. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j297]Junjie Wang, Wei Li, Mengmeng Zhang, Jocelyn Chanussot:
Large Kernel Sparse ConvNet Weighted by Multi-Frequency Attention for Remote Sensing Scene Understanding. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j296]Junjie Wang, Wei Li, Mengmeng Zhang, Ran Tao, Jocelyn Chanussot:
Remote-Sensing Scene Classification via Multistage Self-Guided Separation Network. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j295]Peng Wang, Yulan Wang, Bo Huang, Liguo Wang, Xiwang Zhang, Henry Leung, Jocelyn Chanussot:
Poissonian Blurred Hyperspectral Imagery Denoising Based on Variable Splitting and Penalty Technique. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j294]Jing Yao, Danfeng Hong, Haipeng Wang, Hao Liu, Jocelyn Chanussot:
UCSL: Toward Unsupervised Common Subspace Learning for Cross-Modal Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j293]Jing Yao, Bing Zhang, Chenyu Li, Danfeng Hong, Jocelyn Chanussot:
Extended Vision Transformer (ExViT) for Land Use and Land Cover Classification: A Multimodal Deep Learning Framework. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j292]Xin Wu, Danfeng Hong, Jocelyn Chanussot:
UIU-Net: U-Net in U-Net for Infrared Small Object Detection. IEEE Trans. Image Process. 32: 364-376 (2023) - [j291]Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Jie Huang, Jocelyn Chanussot, Gemine Vivone:
LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening. IEEE Trans. Image Process. 32: 1640-1655 (2023) - [j290]Alexandre Zouaoui, Gedeon Muhawenayo, Behnood Rasti, Jocelyn Chanussot, Julien Mairal:
Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing. IEEE Trans. Image Process. 32: 4649-4663 (2023) - [j289]Fei Ye, Zebin Wu, Xiuping Jia, Jocelyn Chanussot, Yang Xu, Zhihui Wei:
Bayesian Nonlocal Patch Tensor Factorization for Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. 32: 5877-5892 (2023) - [j288]Tian-Jiang Zhang, Liang-Jian Deng, Ting-Zhu Huang, Jocelyn Chanussot, Gemine Vivone:
A Triple-Double Convolutional Neural Network for Panchromatic Sharpening. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9088-9101 (2023) - [j287]Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Qian Du, Jocelyn Chanussot:
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9337-9351 (2023) - [j286]Fatemeh Fathinezhad, Peyman Adibi, Bijan Shoushtarian, Hamidreza Baradaran Kashani, Jocelyn Chanussot:
Soft dimensionality reduction for reinforcement data clustering. World Wide Web (WWW) 26(5): 3027-3054 (2023) - [c236]Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot:
Hysupp: An Open-Source Hyperspectral Unmixing Python Package. IGARSS 2023: 1134-1137 - [c235]Tao Tian, Jiang Cai, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot:
RGB-Infrared Multi-Modal Remote Sensing Object Detection Using CNN and Transformer Based Feature Fusion. IGARSS 2023: 5728-5731 - [c234]Yifan Zhang, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot:
A Novel Unified Framework for Multi-Task Fusion of Hyperspectral and SAR Image. IGARSS 2023: 8311-8314 - [c233]Jason Brown, Bohan Chen, Harris Hardiman-Mostow, Adrien Weihs, Andrea L. Bertozzi, Jocelyn Chanussot:
Material Identification in Complex Environments: Neural Network Approaches to Hyperspectral Image Analysis. WHISPERS 2023: 1-5 - [c232]Minghua Wang, Bing Zhang, Jiaxin Li, Longfei Ren, Jocelyn Chanussot:
A Feature Fusion-Based Transformer Network for Hyperspectral Super-Resolution. WHISPERS 2023: 1-5 - [d1]David Alejandro Jimenez Sierra, Hernán Darío Benítez-Restrepo, Juan Felipe Florez-Ospina, Behnood Rasti, Jocelyn Chanussot:
Heterogeneous/Homogeneous Change Detection dataset. Zenodo, 2023 - [i58]Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot:
SUnAA: Sparse Unmixing using Archetypal Analysis. CoRR abs/2308.04771 (2023) - [i57]Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot:
Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package. CoRR abs/2308.09375 (2023) - [i56]Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu:
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks. CoRR abs/2309.16499 (2023) - [i55]Pourya Shamsolmoali, Jocelyn Chanussot, Huiyu Zhou, Yue Lu:
Efficient Object Detection in Optical Remote Sensing Imagery via Attention-based Feature Distillation. CoRR abs/2310.18676 (2023) - [i54]Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Foundation Model. CoRR abs/2311.07113 (2023) - 2022
- [j285]Bo Ren, Shibin Ma, Biao Hou, Danfeng Hong, Jocelyn Chanussot, Jianlong Wang, Licheng Jiao:
A dual-stream high resolution network: Deep fusion of GF-2 and GF-3 data for land cover classification. Int. J. Appl. Earth Obs. Geoinformation 112: 102896 (2022) - [j284]