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Jocelyn Chanussot

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Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection

Feb 23, 2024
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot

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Fast Semi-supervised Unmixing using Non-convex Optimization

Jan 23, 2024
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot

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SpectralGPT: Spectral Foundation Model

Nov 25, 2023
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Gamba Paolo, Jon Atli Benediktsson, Jocelyn Chanussot

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Efficient Object Detection in Optical Remote Sensing Imagery via Attention-based Feature Distillation

Oct 28, 2023
Pourya Shamsolmoali, Jocelyn Chanussot, Huiyu Zhou, Yue Lu

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Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks

Oct 03, 2023
Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu

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Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package

Aug 18, 2023
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot

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SUnAA: Sparse Unmixing using Archetypal Analysis

Aug 09, 2023
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot

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UIU-Net: U-Net in U-Net for Infrared Small Object Detection

Dec 02, 2022
Xin Wu, Danfeng Hong, Jocelyn Chanussot

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Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery

Oct 13, 2022
Jules BOURCIER, Gohar Dashyan, Jocelyn Chanussot, Karteek Alahari

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