Jocelyn Chanussot

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 409

Top Venues

IEEE Trans. Geosci. Remote. Sens.

CoRR

IGARSS

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
Christophe Karam, Jessy Matias, Xavier Breniere, Jocelyn Chanussot
Optimizing the image correction pipeline for pedestrian detection in the thermal-infrared domain. CoRR (2024)
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) (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
Jing Yao, Danfeng Hong, Chenyu Li, Jocelyn Chanussot
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification. CoRR (2024)
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
Fast Semi-supervised Unmixing using Non-convex Optimization. CoRR (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
Alessia Carbone, Rocco Restaino, Gemine Vivone, Jocelyn Chanussot
Model-Based Super-Resolution for Sentinel-5P Data. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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) (2024)
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) (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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) (2024)
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 (2024)
Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Giovanni Poggi, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa
Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives. CoRR (2024)
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 (2024)
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) (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2023)
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) (2023)
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) (2023)
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)
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)
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 (2023)
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 (2023)
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 (2023)
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package. CoRR (2023)
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 (2023)
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
SpectralGPT: Spectral Foundation Model. CoRR (2023)
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 (2023)
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) (2023)
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)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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) (2023)
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 (2023)
Fatemeh Fathinezhad, Peyman Adibi, Bijan Shoushtarian, Hamidreza Baradaran Kashani, Jocelyn Chanussot
Soft dimensionality reduction for reinforcement data clustering. World Wide Web (WWW) 26 (5) (2023)
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 (2023)
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
SUnAA: Sparse Unmixing using Archetypal Analysis. CoRR (2023)
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 (2023)
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) (2023)
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 (2023)
Alexandre Zouaoui, Gedeon Muhawenayo, Behnood Rasti, Jocelyn Chanussot, Julien Mairal
Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing. IEEE Trans. Image Process. 32 (2023)
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
SUnAA: Sparse Unmixing Using Archetypal Analysis. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
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 (2023)
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)
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 (2023)
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 (2023)
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 (2023)
Lin He, Dahan Xi, Jun Li, Honghao Lai, Antonio Plaza, Jocelyn Chanussot
Dynamic Hyperspectral Pansharpening CNNs. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Bohan Chen, Yifei Lou, Andrea L. Bertozzi, Jocelyn Chanussot
Graph-Based Active Learning for Nearly Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
Hysupp: An Open-Source Hyperspectral Unmixing Python Package. IGARSS (2023)
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 (2023)
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 (2023)
Xin Wu, Danfeng Hong, Jocelyn Chanussot
UIU-Net: U-Net in U-Net for Infrared Small Object Detection. IEEE Trans. Image Process. 32 (2023)
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 (2023)
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 (2023)
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 (2023)
Nan Huang, Liang Xiao, Qichao Liu, Jocelyn Chanussot
DMSC: A Self-Supervised Deep Multilevel Subspace Clustering Approach for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
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) (2023)
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 (2023)
Pourya Shamsolmoali, Jocelyn Chanussot, Huiyu Zhou, Yue Lu
Efficient Object Detection in Optical Remote Sensing Imagery via Attention-based Feature Distillation. CoRR (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
Minghua Wang, Bing Zhang, Jiaxin Li, Longfei Ren, Jocelyn Chanussot
A Feature Fusion-Based Transformer Network for Hyperspectral Super-Resolution. WHISPERS (2023)
Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, Zhihui Wei
Bayesian Unmixing of Hyperspectral Image Sequence With Composite Priors for Abundance and Endmember Variability. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Danfeng Hong, Jocelyn Chanussot
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification. IEEE Trans. Image Process. 31 (2022)
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot
Multimodal Fusion Transformer for Remote Sensing Image Classification. CoRR (2022)
Jing Yao, Xiangyong Cao, Danfeng Hong, Xin Wu, Deyu Meng, Jocelyn Chanussot, Zongben Xu
Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yanling Miao, Mulin Chen, Yuan Yuan, Jocelyn Chanussot, Qi Wang
Hyperspectral Imagery Classification via Random Multigraphs Ensemble Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jocelyn Chanussot