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J

Jocelyn Chanussot

University of Iceland

105H-index
894Paper Count
5.0WCitation Count
Published Papers 343
Publication Date
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Im2State: Image-to-state Mamba for hyperspectral and multispectral image fusion
errInformation Fusion
IF15.5
err2026-04-19
err0
PREAI
errChenyu Li; Danfeng Hong; Bing Zhang; Jocelyn Chanussot
errShare
errSave
Hyperspectral imaging
errNature Reviews Methods Primers
IF56
err2026-02-26
err11
PREAI
errHong, Danfeng; Li, Chenyu; Yokoya, Naoto; Zhang, Bing; Jia, Xiuping; Plaza, Antonio; Gamba, Paolo; Benediktsson, Jon Atli; Chanussot, Jocelyn
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errSave
A fully automatic and label-free Sentinel-1 SAR framework for green-tide mapping
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2026-01-21
err0
errOAAI
errTang, Pengfei; Du, Peijun; Guo, Shanchuan; Qie, Lu; Zhang, Wei; Zhang, Peng; Reus, Mathias; Chanussot, Jocelyn
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errSave
Earth Action in Transition: Highlights From the 2025 ESA–NASA International Workshop on AI Foundation Models for EO [Space-Agencies]
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2025-12-17
err0
errOAAI
errNicolas Longépé; Hamed Alemohammad; Anca Anghelea; Thomas Brunschwiler; Gustau Camps-Valls; Gabriele Cavallaro; Jocelyn Chanussot; Jose Manuel Delgado; Begüm Demir; Nikolaos Dionelis; Paolo Fraccaro; Anna Jungbluth; Robert E. Kennedy; Valerio Marsocci; Muthukumaran Ramasubramanian; Raul Ramos-Pollan; Sujit Roy; Gencer Sümbül; Devis Tuia; Xiao Xiang Zhu; Rahul Ramachandran
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errSave
Tidal flat topography mapping with Sentinel time series using cross-modal sample transfer and deep learning
errISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
IF12.2
err2025-07-01
err0
PREAI
errTang, Pengfei; Guo, Shanchuan; Qie, Lu; Zhang, Xingang; Fang, Hong; Wan, Liang; Chanussot, Jocelyn; Du, Peijun
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errSave
Quantifying urban solar potential losses from rooftop superstructures via aerial and Convolutional Neural Networks
errRENEWABLE ENERGY
IF9.1
err2025-06-11
err0
PREAI
errBoccalatte, Alessia; Chanussot, Jocelyn
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errSave
Translation-classification loss for SAR image understanding with deep learning
errCOMPUTER VISION AND IMAGE UNDERSTANDING
IF3.5
err2025-06-01
err0
errOAAI
errBralet, Antoine; Atto, Abdourrahmane M.; Chanussot, Jocelyn; Trouve, Emmanuel
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errSave
Leveraging large-scale aerial data for accurate urban rooftop solar potential estimation via multitask learning
errSOLAR ENERGY
IF6.6
err2025-04-01
err1
PREAI
errBoccalatte, Alessia; Jha, Ankit; Chanussot, Jocelyn
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Adaptive high-quality sampling for winter wheat early mapping: A novel cascade index and machine learning approach
errSMART AGRICULTURAL TECHNOLOGY
IF5.7
err2025-03-01
err1
errOAAI
errZhang, Zhijan; Li, Chenyu; Deng, Jie; Chanussot, Jocelyn; Hong, Danfeng
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errSave
UNet-GCViT: a UNet-based framework with global context vision transformer blocks for building damage detection
errINTERNATIONAL JOURNAL OF REMOTE SENSING
IF2.6
err2025-01-24
err0
PREAI
errGomroki, Masoomeh; Hasanlou, Mahdi; Chanussot, Jocelyn; Hong, Danfeng
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errSave
ECSPLAIN: Explainability-Constrained Classifier for Pairing the Detection and the Localization of Moving Areas From SAR Interferograms
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
PREAI
errAntoine Bralet; Abdourrahmane M. Atto; Jocelyn Chanussot; Emmanuel Trouvé
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errSave
HyLiOSR: Staged Progressive Learning for Joint Open-Set Recognition of Hyperspectral and LiDAR Data
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errXi, Bobo; Cai, Mingshuo; Li, Jiaojiao; Wang, Zhengjue; Feng, Shou; Li, Yunsong; Chanussot, Jocelyn
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errSave
SimPoolFormer: A two-stream vision transformer for hyperspectral image classification
errREMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT
IF4.5
err2025-01-01
err0
PREAI
errRoy, Swalpa Kumar; Jamali, Ali; Chanussot, Jocelyn; Ghamisi, Pedram; Ghaderpour, Ebrahim; Shahabi, Himan
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errSave
Conditional Gaussian Enhanced Dense Correlation Matching for Cross-Category Land Cover Classification
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errNi, Huan; Guan, Haiyan; Tong, Xudong; Chanussot, Jocelyn
errShare
errSave
MAGS: Max-Gap Loss-Guided Siamese-Reconstruction Network for Hyperspectral Image Partial Label Learning
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errTian, Xiaoyu; Luo, Fulin; Fu, Chuan; Guo, Tan; Du, Bo; Chanussot, Jocelyn
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errSave
Hyperspectral Pansharpening: Critical review, tools, and future perspectives
errIEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF16.4
err2025-01-01
err0
PREAI
errCiotola, Matteo; Guarino, Giuseppe; Vivone, Gemine; Poggi, Giovanni; Chanussot, Jocelyn; Plaza, Antonio; Scarpa, Giuseppe
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errSave
Graph U-Net With Topology-Feature Awareness Pooling for Hyperspectral Image Classification
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errChen, Rong; Vivone, Gemine; Li, Guanghui; Dai, Chenglong; Hong, Danfeng; Chanussot, Jocelyn
errShare
errSave
MCTGCL: Mixed CNNTransformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errXi, Bobo; Zhang, Yun; Li, Jiaojiao; Zheng, Tie; Zhao, Xunfeng; Xu, Haitao; Xue, Changbin; Li, Yunsong; Chanussot, Jocelyn
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errSave
Enhanced Deep Image Prior for Unsupervised Hyperspectral Image Super-Resolution
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err14
PREAI
errLi, Jiaxin; Zheng, Ke; Gao, Lianru; Han, Zhu; Li, Zhi; Chanussot, Jocelyn
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errSave
Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errJiepan 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. K. Qin; Naoto Yokoya; Shutao Li; Jocelyn Chanussot; Danfeng Hong
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Liangpei Zhang
H-index: 130 · Papers: 1.1K
J
Jón Atli Benediktsson
H-index: 103 · Papers: 666
L
Licheng Jiao
H-index: 102 · Papers: 3.2K
A
Antonio Plaza
H-index: 102 · Papers: 917
Q
Qian Du
H-index: 101 · Papers: 944
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