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ORCIDJocelyn Chanussot
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- affiliation: Grenoble Institute of Technology, France
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2020 – today
- 2025
[j405]Antoine Bralet
, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé:
Translation-classification loss for SAR image understanding with deep learning. Comput. Vis. Image Underst. 257: 104374 (2025)- [j404]Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Muhammad Usama, Swalpa Kumar Roy, Jocelyn Chanussot, Danfeng Hong:
Spatial-spectral morphological mamba for hyperspectral image classification. Neurocomputing 636: 129995 (2025) - [j403]Kangqing Shen, Gemine Vivone, Simone Lolli, Michael Schmitt, Xiaoyuan Yang, Jocelyn Chanussot:
IcGAN4ColSAR: A Novel Multispectral Conditional Generative Adversarial Network Approach for SAR Image Colorization. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j402]Man Zhou, Naishan Zheng, Xuanhua He, Danfeng Hong, Jocelyn Chanussot:
Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 47(2): 840-857 (2025) - [j401]Xiao Wu, Zihan Cao, Ting-Zhu Huang, Liang-Jian Deng, Jocelyn Chanussot, Gemine Vivone:
Fully-Connected Transformer for Multi-Source Image Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 47(3): 2071-2088 (2025) - [j400]Man Zhou, Jie Huang, Keyu Yan, Danfeng Hong, Xiuping Jia, Jocelyn Chanussot, Chongyi Li:
A General Spatial-Frequency Learning Framework for Multimodal Image Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 47(7): 5281-5298 (2025) - [j399]Xiangfei Shen, Lihui Chen, Haijun Liu, Xichuan Zhou, Wenxing Bao, Ling Tian, Gemine Vivone, Jocelyn Chanussot:
Iteratively Regularizing Hyperspectral and Multispectral Image Fusion With Framelets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 5331-5346 (2025) - [j398]Degang Wang, Longfei Ren, Xu Sun, Lianru Gao, Jocelyn Chanussot:
Nonlocal and Local Feature-Coupled Self-Supervised Network for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 6981-6993 (2025) - [j397]Bo Ren, Chaoyue Hua, Biao Hou, Jian Lv, Chen Yang, Licheng Jiao, Jocelyn Chanussot:
PDCNet: A Polarimetric Data-Enhanced Contrastive Learning Network for PolSAR Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 10010-10025 (2025) - [j396]Jiepan Li, He Huang, Yu Xia, Xian Xu, Yingxin Wu, Qi Guo, Yinhe Liu, Yanfei Zhong, Jeongho Min, Sungbin Son, Hyeonjin Kim, Jaejun Yoo, Gemine Vivone, Chenyu Li, Wei He, Renwei Dian, Hao Liu, Haipeng Wang, Kan Wei, A. Kai Qin, Naoto Yokoya, Shutao Li, Jocelyn Chanussot, Danfeng Hong:
Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 16534-16548 (2025) - [j395]Nassim Ait Ali Braham, Conrad M. Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, Xiao Xiang Zhu:
SpectralEarth: Training Hyperspectral Foundation Models at Scale. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 16780-16797 (2025) - [j394]Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé:
ECSPLAIN: Explainability-Constrained Classifier for Pairing the Detection and the Localization of Moving Areas From SAR Interferograms. IEEE Trans. Geosci. Remote. Sens. 63: 1-18 (2025) - [j393]Rong Chen, Gemine Vivone, Guanghui Li, Chenglong Dai, Danfeng Hong, Jocelyn Chanussot:
Graph U-Net With Topology-Feature Awareness Pooling for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j392]Elham Kordi Ghasrodashti, Peyman Adibi, Hossein Karshenas, Hamidreza Baradaran Kashani, Jocelyn Chanussot:
Multimodal Image Classification Based on Convolutional Network and Attention-Based Hidden Markov Random Field. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j391]Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot:
Subpixel Spectral Variability Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j390]Jiaxin Li, Ke Zheng, Lianru Gao, Zhu Han, Zhi Li, Jocelyn Chanussot:
Enhanced Deep Image Prior for Unsupervised Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 63: 1-18 (2025) - [j389]Huan Ni, Haiyan Guan, Xudong Tong, Jocelyn Chanussot:
Conditional Gaussian Enhanced Dense Correlation Matching for Cross-Category Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j388]Zhaojie Pan, Chenyu Li, Antonio Plaza, Jocelyn Chanussot, Danfeng Hong:
Hyperspectral Image Classification With Mamba. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j387]Seyd Teymoor Seydi, Mojtaba Sadegh, Jocelyn Chanussot:
Kolmogorov-Arnold Network for Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j386]Xiaoyu Tian, Fulin Luo, Chuan Fu, Tan Guo, Bo Du, Jocelyn Chanussot:
MAGS: Max-Gap Loss-Guided Siamese-Reconstruction Network for Hyperspectral Image Partial Label Learning. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025) - [j385]Junjie Wang, James Hollingsworth, Erwan Pathier, Tristan Montagnon, Wei Li, Mengmeng Zhang, Ran Tao, Jocelyn Chanussot, Sophie Giffard-Roisin:
GeoFlowNet-SAR: Earthquake Displacement Estimation From Synthetic Aperture Radar Images. IEEE Trans. Geosci. Remote. Sens. 63: 1-12 (2025) - [j384]Bobo Xi, Mingshuo Cai, Jiaojiao Li, Zhengjue Wang, Shou Feng, Yunsong Li, Jocelyn Chanussot:
HyLiOSR: Staged Progressive Learning for Joint Open-Set Recognition of Hyperspectral and LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j383]Bobo Xi, Yun Zhang, Jiaojiao Li, Tie Zheng, Xunfeng Zhao, Haitao Xu, Changbin Xue, Yunsong Li, Jocelyn Chanussot:
MCTGCL: Mixed CNN-Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j382]Bobo Xi, Yun Zhang, Jiaojiao Li, Yan Huang, Yunsong Li, Zan Li, Jocelyn Chanussot:
Transductive Few-Shot Learning With Enhanced Spectral-Spatial Embedding for Hyperspectral Image Classification. IEEE Trans. Image Process. 34: 854-868 (2025) - [j381]Chenyu Li, Bing Zhang, Danfeng Hong, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot:
Learning Disentangled Priors for Hyperspectral Anomaly Detection: A Coupling Model-Driven and Data-Driven Paradigm. IEEE Trans. Neural Networks Learn. Syst. 36(4): 6883-6896 (2025) - [j380]Peng Wang, Zhongchen He, Bo Huang, Mauro Dalla Mura, Henry Leung, Jocelyn Chanussot:
VOGTNet: Variational Optimization-Guided Two-Stage Network for Multispectral and Panchromatic Image Fusion. IEEE Trans. Neural Networks Learn. Syst. 36(5): 9268-9282 (2025) - [i78]Lei Ding, Danfeng Hong, Maofan Zhao, Hongruixuan Chen, Chenyu Li, Jie Deng, Naoto Yokoya, Lorenzo Bruzzone, Jocelyn Chanussot:
A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges. CoRR abs/2502.02835 (2025) - [i77]Chenyu Li, Danfeng Hong, Bing Zhang, Yuxuan Li, Gustau Camps-Valls, Xiao Xiang Zhu, Jocelyn Chanussot:
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction. CoRR abs/2502.15199 (2025) - [i76]Colin Prieur, Nassim Ait Ali Braham, Paul Tresson, Grégoire Vincent, Jocelyn Chanussot:
Prospects for Mitigating Spectral Variability in Tropical Species Classification Using Self-Supervised Learning. CoRR abs/2503.12973 (2025) - [i75]Danfeng Hong, Chenyu Li, Naoto Yokoya, Bing Zhang, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
Hyperspectral Imaging. CoRR abs/2508.08107 (2025) - [i74]Chenyu Li, Danfeng Hong, Bing Zhang, Zhaojie Pan, Naoto Yokoya, Jocelyn Chanussot:
MambaX: Image Super-Resolution with State Predictive Control. CoRR abs/2511.18028 (2025) - [i73]Chenyu Li, Danfeng Hong, Bing Zhang, Zhaojie Pan, Jocelyn Chanussot:
KANO: Kolmogorov-Arnold Neural Operator for Image Super-Resolution. CoRR abs/2512.22822 (2025) - 2024
- [j379]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) - [j378]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) - [j377]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) - [j376]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) - [j375]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) - [j374]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) - [j373]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) - [j372]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) - [j371]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) - [j370]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) - [j369]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) - [j368]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) - [j367]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) - [j366]Nassim Ait Ali Braham, Julien Mairal, Jocelyn Chanussot, Lichao Mou, Xiao Xiang 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) - [j365]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) - [j364]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) - [j363]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) - [j362]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) - [j361]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) - [j360]Colin Prieur, Anthony Laybros, Giovanni Frati, Daniel Schläpfer, Jocelyn Chanussot, Grégoire Vincent:
Investigating Abiotic Sources of Spectral Variability From Multitemporal Hyperspectral Airborne Acquisitions Over the French Guyana Canopy. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 18751-18768 (2024) - [j359]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) - [j358]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) - [j357]Honghao Chang, Haixia Bi, Fan Li, Chen Xu, Jocelyn Chanussot, Danfeng Hong:
Deep Symmetric Fusion Transformer for Multimodal Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j356]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) - [j355]Shou Feng, Hongzhe Zhang, Bobo Xi, Chunhui Zhao, Yunsong Li, Jocelyn Chanussot:
Cross-Domain Few-Shot Learning Based on Decoupled Knowledge Distillation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j354]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) - [j353]Zhu Han, Ce Zhang, Lianru Gao, Zhiqiang Zeng, Michael K. Ng, Bing Zhang, Jocelyn Chanussot:
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j352]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) - [j351]Yufei He, Bobo Xi, Guocheng Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
Multilevel Attention Dynamic-Scale Network for HSI and LiDAR Data Fusion Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j350]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) - [j349]Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot:
Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j348]Chia-Hsiang Lin, Tzu-Hsuan Lin, Jocelyn Chanussot:
Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j347]Dou Quan, Zhe Wang, Chonghua Lv, Shuang Wang, Yi Li, Bo Ren, Jocelyn Chanussot, Licheng Jiao:
LM-Net: A Lightweight Matching Network for Remote Sensing Image Matching and Registration. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j346]Dou Quan, Zhe Wang, Shuang Wang, Yunan Li, Bo Ren, Mengte Kang, Jocelyn Chanussot, Licheng Jiao:
F3Net: Adaptive Frequency Feature Filtering Network for Multimodal Remote Sensing Image Registration. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j345]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) - [j344]Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot:
Fast Semisupervised Unmixing Using Nonconvex Optimization. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j343]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) - [j342]Xiaomeng Tan, Bobo Xi, Haitao Xu, Jiaojiao Li, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
A Lightweight Framework With Knowledge Distillation for Zero-Shot Mars Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j341]Biqi Wang, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot:
Unsupervised Domain Adaption of Hyperspectral Images Based on Paring Domain Discrimination. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j340]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) - [j339]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) - [j338]Bobo Xi, Yun Zhang, Jiaojiao Li, Yunsong Li, Zan Li, Jocelyn Chanussot:
CTF-SSCL: CNN-Transformer for Few-Shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j337]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) - [j336]Haoyang Yu, Zhixin Ling, Ke Zheng, Lianru Gao, Jiaxin Li, Jocelyn Chanussot:
Unsupervised Hyperspectral and Multispectral Image Fusion With Deep Spectral-Spatial Collaborative Constraint. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j335]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) - [j334]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) - [j333]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) - [j332]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) - [j331]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) - [j330]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) - [j329]Man Zhou, Jie Huang, Danfeng Hong, Feng Zhao, Chongyi Li, Jocelyn Chanussot:
Rethinking Pan-Sharpening in Closed-Loop Regularization. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14544-14558 (2024) - [j328]Lihui Chen, Gemine Vivone, Jiayi Qin, Jocelyn Chanussot, Xiaomin Yang:
Spectral-Spatial Transformer for Hyperspectral Image Sharpening. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16733-16747 (2024) - [c246]Munish Monga, Sachin Kumar Giroh, Ankit Jha, Mainak Singha, Biplab Banerjee, Jocelyn Chanussot:
COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation. BMVC 2024 - [c245]Xuyang Li, Danfeng Hong, Jocelyn Chanussot:
S2MAE: A Spatial-Spectral Pretraining Foundation Model for Spectral Remote Sensing Data. CVPR 2024: 27696-27705 - [c244]Jules Bourcier, Gohar Dashyan, Karteek Alahari, Jocelyn Chanussot:
Learning Representations of Satellite Images From Metadata Supervision. ECCV (27) 2024: 54-71 - [c243]Anandaramane Candassamy, Alice Caplier, Jocelyn Chanussot, Roland Sarda Estève, Dominique Baisnée, Adeline Pouthier, David O'Connor, Benjamin Guinot, Dominique Filippi, Sylvain Bonnefond:
Pollen Identification and Concentration Estimation Using High Resolution Imaging and Deep Learning. EUSIPCO 2024: 1651-1655 - [c242]Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa:
Hyperspectral Pansharpening: Review and Future Perspectives. IGARSS 2024: 1231-1234 - [c241]Biqi Wang, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot:
Unsupervised Domain Adaptation for Hyperspectral Image Classification via Causal Invariance. IGARSS 2024: 1522-1525 - [c240]Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto:
DEM-Assisted Neural Network for SAR-to-Optical Image Translation. IGARSS 2024: 7649-7652 - [c239]Paolo Addesso, Gemine Vivone, Rocco Restaino, Marco Carpentiero, Jocelyn Chanussot:
Regression-Based Injection for Hyperspectral Pansharpening Within A Generalized Laplacian Pyramid Framework. WHISPERS 2024: 1-5 - [c238]Ranko Lau, Jing Yao, Chenyu Li, Danfeng Hong, Jocelyn Chanussot:
Deformable Kolmogorov-Arnold Networks For Hyperspectral Image Classification. WHISPERS 2024: 1-5 - [c237]Colin Prieur, Nassim Ait Ali Braham, Paul Tresson, Grégoire Vincent, Jocelyn Chanussot:
Prospects for Mitigating Spectral Variability in Tropical Species Classification Using Self-Supervised Learning. WHISPERS 2024: 1-5 - [d4]Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto:
SAR-DEM-Optical Mountainous Dataset for Distortion Management. IEEE DataPort, 2024
- [d3]Antoine Bralet, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto:
ISSLIDE: InSAR dataset for Slow SLIding area DEtection with machine learning. IEEE DataPort, 2024 - [d2]Antoine Bralet, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto:
Multimodal Remote Sensing Dataset for Landslide Change Detection in Haiti. IEEE DataPort, 2024 - [i72]Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot:
Fast Semi-supervised Unmixing using Non-convex Optimization. CoRR abs/2401.12609 (2024) - [i71]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) - [i70]Jing Yao, Danfeng Hong, Chenyu Li, Jocelyn Chanussot:
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification. CoRR abs/2404.08489 (2024) - [i69]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) - [i68]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) - [i67]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) - [i66]Ian Hough, Loïc Argentier, Ziyang Jiang, Tongshu Zheng, Mike Bergin, David E. 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) - [i65]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) - [i64]Nassim Ait Ali Braham, Conrad M. Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, Xiao Xiang Zhu:
SpectralEarth: Training Hyperspectral Foundation Models at Scale. CoRR abs/2408.08447 (2024) - [i63]Munish Monga, Sachin Kumar Giroh, Ankit Jha, Mainak Singha, Biplab Banerjee, Jocelyn Chanussot:
COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation. CoRR abs/2409.00397 (2024) - [i62]Chia-Hsiang Lin, Tzu-Hsuan Lin, Jocelyn Chanussot:
Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection. CoRR abs/2411.07608 (2024) - [i61]Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot:
Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification. CoRR abs/2412.03893 (2024) - [i60]Zhu Han, Ce Zhang, Lianru Gao, Zhiqiang Zeng, Michael K. Ng, Bing Zhang, Jocelyn Chanussot:
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification. CoRR abs/2412.03897 (2024) - [i59]Xuyang Li, Danfeng Hong, Chenyu Li, Jocelyn Chanussot:
SeaMo: A Multi-Seasonal and Multimodal Remote Sensing Foundation Model. CoRR abs/2412.19237 (2024) - 2023
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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]