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Jocelyn Chanussot
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- affiliation: Grenoble Institute of Technology, France
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2020 – today
- 2023
- [j316]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) - [j315]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) - [j314]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) - [j313]Behnood Rasti
, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
:
SUnAA: Sparse Unmixing Using Archetypal Analysis. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j312]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) - [j311]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) - [j310]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) - [j309]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) - [j308]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) - [j307]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) - [j306]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) - [j305]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) - [j304]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) - [j303]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) - [j302]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) - [j301]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) - [j300]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) - [j299]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) - [j298]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) - [j297]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) - [j296]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) - [j295]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) - [j294]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) - [j293]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) - [j292]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) - [j291]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) - [j290]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) - [j289]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) - [j288]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) - [j287]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) - [j286]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) - [i55]Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot:
SUnAA: Sparse Unmixing using Archetypal Analysis. CoRR abs/2308.04771 (2023) - [i54]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) - 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]Jiaxin Li
, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot:
Deep learning in multimodal remote sensing data fusion: A comprehensive review. Int. J. Appl. Earth Obs. Geoinformation 112: 102926 (2022) - [j283]Haoyang Yu
, Jinxue Chi, Xiao-Di Shang, Xueji Shen, Jocelyn Chanussot, Yimin Shi:
Robust linear unmixing with enhanced constraint of classification for hyperspectral remote sensing imagery. IET Image Process. 16(13): 3557-3566 (2022) - [j282]Huan Ni, Jocelyn Chanussot
, Xiaonan Niu, Hong Tang, Haiyan Guan:
Reverse Difference Network for Highlighting Small Objects in Aerial Images. ISPRS Int. J. Geo Inf. 11(9): 494 (2022) - [j281]Haixia Bi
, Jing Yao
, Zhiqiang Wei, Danfeng Hong
, Jocelyn Chanussot
:
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j280]Zhu Han
, Danfeng Hong
, Lianru Gao
, Swalpa Kumar Roy
, Bing Zhang
, Jocelyn Chanussot
:
Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j279]Danfeng Hong
, Lianru Gao
, Renlong Hang
, Bing Zhang
, Jocelyn Chanussot
:
Deep Encoder-Decoder Networks for Classification of Hyperspectral and LiDAR Data. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j278]Danfeng Hong
, Xin Wu
, Lianru Gao
, Bing Zhang
, Jocelyn Chanussot
:
Learning Locality-Constrained Sparse Coding for Spectral Enhancement of Multispectral Imagery. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j277]Minghua Wang
, Qiang Wang
, Jocelyn Chanussot
, Danfeng Hong
:
Total Variation Regularized Weighted Tensor Ring Decomposition for Missing Data Recovery in High-Dimensional Optical Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j276]Xin Wu
, Danfeng Hong
, Zhanchao Huang
, Jocelyn Chanussot
:
Infrared Small Object Detection Using Deep Interactive U-Net. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j275]Bin Zhao, Johannes R. Sveinsson
, Magnus O. Ulfarsson
, Jocelyn Chanussot
:
Semi-Supervised Mixtures of Factor Analyzers Feature Extraction for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j274]Xing Hu
, Chun Xie, Zhe Fan
, Qianqian Duan, Dawei Zhang, Linhua Jiang, Xian Wei, Danfeng Hong
, Guoqiang Li
, Xinhua Zeng
, Wenming Chen
, Dongfang Wu, Jocelyn Chanussot
:
Hyperspectral Anomaly Detection Using Deep Learning: A Review. Remote. Sens. 14(9): 1973 (2022) - [j273]Bo Ren, Mengqian Chen, Biao Hou
, Danfeng Hong
, Shibin Ma, Jocelyn Chanussot, Licheng Jiao:
PolSAR Scene Classification via Low-Rank Constrained Multimodal Tensor Representation. Remote. Sens. 14(13): 3117 (2022) - [j272]Colin Prieur, Antoine Rabatel
, Jean-Baptiste Thomas, Ivar Farup
, Jocelyn Chanussot
:
Machine Learning Approaches to Automatically Detect Glacier Snow Lines on Multi-Spectral Satellite Images. Remote. Sens. 14(16): 3868 (2022) - [j271]Yunsong Li
, Bobo Xi
, Jiaojiao Li
, Rui Song
, Yuchao Xiao
, Jocelyn Chanussot
:
SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 609-622 (2022) - [j270]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: 641-653 (2022) - [j269]Muhammad Ahmad
, Sidrah Shabbir, Swalpa Kumar Roy
, Danfeng Hong
, Xin Wu
, Jing Yao
, Adil Mehmood Khan
, Manuel Mazzara
, Salvatore Distefano, Jocelyn Chanussot
:
Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 968-999 (2022) - [j268]Bing Zhang
, Yuanfeng Wu
, Boya Zhao
, Jocelyn Chanussot
, Danfeng Hong
, Jing Yao
, Lianru Gao
:
Progress and Challenges in Intelligent Remote Sensing Satellite Systems. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1814-1822 (2022) - [j267]Seyd Teymoor Seydi
, Mahdi Hasanlou
, Jocelyn Chanussot
:
A Quadratic Morphological Deep Neural Network Fusing Radar and Optical Data for the Mapping of Burned Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4194-4216 (2022) - [j266]Lin He
, Jiawei Zhu, Jun Li
, Antonio Plaza
, Jocelyn Chanussot
, Zhuliang Yu:
CNN-Based Hyperspectral Pansharpening With Arbitrary Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-21 (2022) - [j265]Zhu Han
, Danfeng Hong
, Lianru Gao
, Bing Zhang
, Min Huang, Jocelyn Chanussot
:
AutoNAS: Automatic Neural Architecture Search for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j264]Muhammad Ahmad
, Usman Ghous, Danfeng Hong
, Adil Mehmood Khan, Jing Yao
, Shaohua Wang, Jocelyn Chanussot
:
A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j263]Uzair Aslam Bhatti
, Zhaoyuan Yu, Jocelyn Chanussot
, Zeeshan Zeeshan, Linwang Yuan, Wen Luo
, Saqib Ali Nawaz, Mughair Aslam Bhatti, Qurat Ul Ain, Anum Mehmood:
Local Similarity-Based Spatial-Spectral Fusion Hyperspectral Image Classification With Deep CNN and Gabor Filtering. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j262]Marco Carpentiero, Gemine Vivone
, Rocco Restaino
, Paolo Addesso
, Jocelyn Chanussot
:
An Optimization Procedure for Robust Regression-Based Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j261]Lihui Chen
, Zhibing Lai, Gemine Vivone, Gwanggil Jeon
, Jocelyn Chanussot
, Xiaomin Yang
:
ArbRPN: A Bidirectional Recurrent Pansharpening Network for Multispectral Images With Arbitrary Numbers of Bands. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j260]Lianru Gao
, Zhu Han
, Danfeng Hong
, Bing Zhang
, Jocelyn Chanussot
:
CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j259]Lianru Gao
, Zhicheng Wang
, Lina Zhuang
, Haoyang Yu
, Bing Zhang
, Jocelyn Chanussot
:
Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j258]Zhu Han
, Danfeng Hong
, Lianru Gao
, Jing Yao
, Bing Zhang
, Jocelyn Chanussot
:
Multimodal Hyperspectral Unmixing: Insights From Attention Networks. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j257]Lin He
, Jinhua Xie, Jun Li
, Antonio Plaza
, Jocelyn Chanussot
, Jiawei Zhu:
Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j256]Danfeng Hong
, Zhu Han
, Jing Yao
, Lianru Gao
, Bing Zhang
, Antonio Plaza
, Jocelyn Chanussot
:
SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j255]Nan Huang, Liang Xiao, Jianjun Liu
, Jocelyn Chanussot
:
Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j254]Nan Huang, Liang Xiao, Yang Xu
, Jocelyn Chanussot
:
A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j253]Ning Huyan
, Xiangrong Zhang
, Dou Quan
, Jocelyn Chanussot
, Licheng Jiao
:
Cluster-Memory Augmented Deep Autoencoder via Optimal Transportation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j252]Yunsong Li
, Yuxuan Zheng
, Jiaojiao Li
, Rui Song
, Jocelyn Chanussot
:
Hyperspectral Pansharpening With Adaptive Feature Modulation-Based Detail Injection Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j251]Tianzhu Liu
, Yanfeng Gu
, Wenyong Yu, Xiuping Jia
, Jocelyn Chanussot
:
Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j250]Xun Liu
, Danfeng Hong
, Jocelyn Chanussot
, Baojun Zhao, Pedram Ghamisi
:
Modality Translation in Remote Sensing Time Series. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j249]Na Liu
, Wei Li
, Ran Tao
, Qian Du
, Jocelyn Chanussot
:
Multigraph-Based Low-Rank Tensor Approximation for Hyperspectral Image Restoration. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j248]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: 1-15 (2022) - [j247]Wenfei Luo
, Lianru Gao
, Danfeng Hong
, Jocelyn Chanussot
:
Endmember Purification With Affine Simplicial Cone Model. IEEE Trans. Geosci. Remote. Sens. 60: 1-23 (2022) - [j246]Ying Qu
, Hairong Qi
, Chiman Kwan
, Naoto Yokoya
, Jocelyn Chanussot
:
Unsupervised and Unregistered Hyperspectral Image Super-Resolution With Mutual Dirichlet-Net. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j245]Weiqiang Rao
, Lianru Gao
, Ying Qu
, Xu Sun
, Bing Zhang
, Jocelyn Chanussot
:
Siamese Transformer Network for Hyperspectral Image Target Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j244]Behnood Rasti
, Bikram Koirala
, Paul Scheunders
, Jocelyn Chanussot
:
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j243]Swalpa Kumar Roy
, Ankur Deria
, Danfeng Hong
, Muhammad Ahmad
, Antonio Plaza
, Jocelyn Chanussot
:
Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j242]Swalpa Kumar Roy
, Purbayan Kar, Danfeng Hong
, Xin Wu
, Antonio Plaza
, Jocelyn Chanussot
:
Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j241]Pourya Shamsolmoali
, Jocelyn Chanussot
, Masoumeh Zareapoor
, Huiyu Zhou
, Jie Yang
:
Multipatch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j240]Pourya Shamsolmoali
, Masoumeh Zareapoor
, Jocelyn Chanussot
, Huiyu Zhou
, Jie Yang
:
Rotation Equivariant Feature Image Pyramid Network for Object Detection in Optical Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j239]David Alejandro Jimenez Sierra
, David Alfredo Quintero-Olaya
, Juan Carlos Alvear-Muñoz, Hernán Darío Benítez-Restrepo
, Juan Felipe Florez-Ospina, Jocelyn Chanussot
:
Graph Learning Based on Signal Smoothness Representation for Homogeneous and Heterogeneous Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j238]Xin Wu
, Danfeng Hong
, Jocelyn Chanussot
:
Convolutional Neural Networks for Multimodal Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j237]Jie Xie
, Leyuan Fang
, Bob Zhang
, Jocelyn Chanussot
, Shutao Li
:
Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j236]Chen Yang, Biao Hou
, Jocelyn Chanussot
, Yue Hu, Bo Ren
, Shuang Wang
, Licheng Jiao
:
N-Cluster Loss and Hard Sample Generative Deep Metric Learning for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j235]Chen Yang, Biao Hou
, Xianpeng Guo
, Bo Ren
, Jocelyn Chanussot
, Shuang Wang
, Licheng Jiao
:
Reconstruction Error-Based Decomposition Feature Selection for PolSAR Image. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j234]Chen Yang, Biao Hou
, Qian Wu, Bo Ren
, Jocelyn Chanussot
, Shuang Wang
, Licheng Jiao
:
PDFL: Polarimetric Decomposition Feature Learning via Deep Autoencoder. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j233]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: 1-15 (2022) - [j232]Jing Yao
, Danfeng Hong
, Lin Xu
, Deyu Meng
, Jocelyn Chanussot
, Zongben Xu:
Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j231]Bin Zhao, Magnus O. Ulfarsson
, Johannes R. Sveinsson
, Jocelyn Chanussot
:
Hyperspectral Image Denoising Using Spectral-Spatial Transform-Based Sparse and Low-Rank Representations. IEEE Trans. Geosci. Remote. Sens. 60: 1-25 (2022) - [j230]Ke Zheng
, Lianru Gao
, Danfeng Hong
, Bing Zhang
, Jocelyn Chanussot
:
NonRegSRNet: A Nonrigid Registration Hyperspectral Super-Resolution Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j229]Yuxuan Zheng
, Jiaojiao Li
, Yunsong Li
, Jie Guo
, Xianyun Wu
, Yanzi Shi
, Jocelyn Chanussot
:
Edge-Conditioned Feature Transform Network for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j228]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: 5079-5092 (2022) - [j227]Ning Huyan
, Dou Quan
, Xiangrong Zhang
, Xuefeng Liang
, Jocelyn Chanussot
, Licheng Jiao
:
Unsupervised Outlier Detection Using Memory and Contrastive Learning. IEEE Trans. Image Process. 31: 6440-6454 (2022) - [j226]Dou Quan
, Shuang Wang
, Ning Huyan
, Jocelyn Chanussot
, Ruojing Wang, Xuefeng Liang
, Biao Hou
, Licheng Jiao
:
Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3372-3386 (2022) - [j225]Danfeng Hong
, Lianru Gao
, Jing Yao
, Naoto Yokoya
, Jocelyn Chanussot
, Uta Heiden
, Bing Zhang
:
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6518-6531 (2022) - [j224]Jin-Fan Hu
, Ting-Zhu Huang
, Liang-Jian Deng
, Tai-Xiang Jiang
, Gemine Vivone
, Jocelyn Chanussot
:
Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7251-7265 (2022) - [c231]Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé:
Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations. ICIP 2022: 1766-1770 - [c230]Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot:
Deep Blind Unmixing using Minimum Simplex Convolutional Network. IGARSS 2022: 28-31 - [c229]Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu:
Self Supervised Learning for Few Shot Hyperspectral Image Classification. IGARSS 2022: 267-270 - [c228]Lihui Chen, Gemine Vivone, Jiayi Qin, Jocelyn Chanussot, Xiaomin Yang:
Spectral-Spatial Transformer for Hyperspectral Image Sharpening. IGARSS 2022: 1452-1455 - [c227]Jinxue Chi, Xueji Shen, Haoyang Yu, Xiao-Di Shang, Jocelyn Chanussot, Yimin Shi:
Robust Linear Unmixing for Hyperspectral Remote Sensing Imagery Based on Enhanced Constraint of Classification. IGARSS 2022: 1628-1631 - [c226]Pourya Shamsolmoali, Masoumeh Zareapoor, Jie Yang, Eric Granger, Jocelyn Chanussot:
Enhanced Single-Shot Detector for Small Object Detection in Remote Sensing Images. IGARSS 2022: 1716-1719 - [c225]Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot:
Multimodal Hyperspectral Unmixing via Attention Networks. IGARSS 2022: 1784-1787 - [c224]Jing Yao, Danfeng Hong, Lianru Gao, Jocelyn Chanussot:
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification. IGARSS 2022: 4807-4810 - [i53]