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Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution

10 July 2020

Jocelyn Chanussot

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Papers citing "Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution"

26 / 26 papers shown

Title
StereoINR: Cross-View Geometry Consistent Stereo Super Resolution with Implicit Neural Representation Yang Liu Xinyi Liu Panwang Xia Qiong Wu Y. Wan Yongjun Zhang 58 0 0 08 Jul 2025
Degradation Alchemy: Self-Supervised Unknown-to-Known Transformation for Blind Hyperspectral Image Fusion He Huang Yong Chen Yu Guo Wei He 79 0 0 19 Mar 2025
Self-supervised Deep Hyperspectral Inpainting with the Plug and Play and Deep Image Prior Models Shuo Li Mehrdad Yaghoobi 137 0 0 14 Jan 2025
Unsupervised Hyperspectral and Multispectral Image Blind Fusion Based on Deep Tucker Decomposition Network with Spatial-Spectral Manifold Learning He Wang Yang Xu Zebin Wu Zhihui Wei 85 4 0 15 Sep 2024
UnmixingSR: Material-aware Network with Unsupervised Unmixing as Auxiliary Task for Hyperspectral Image Super-resolution Yang Yu 55 0 0 09 Jul 2024
Real HSI-MSI-PAN image dataset for the hyperspectral/multi-spectral/panchromatic image fusion and super-resolution fields Shuangliang Li 44 0 0 02 Jul 2024
CSAKD: Knowledge Distillation with Cross Self-Attention for Hyperspectral and Multispectral Image Fusion Chih-Chung Hsu Chih-Chien Ni Chia-ming Lee Li-Wei Kang 65 3 0 28 Jun 2024
Real-Time Compressed Sensing for Joint Hyperspectral Image Transmission and Restoration for CubeSat Chih-Chung Hsu Chih-Yu Jian Eng-Shen Tu Chia-Ming Lee Guan-Lin Chen 64 7 0 24 Apr 2024
Physics-Inspired Degradation Models for Hyperspectral Image Fusion Jie Lian Lizhi Wang Lin Zhu Renwei Dian Zhiwei Xiong Hua Huang 69 2 0 04 Feb 2024
ADASR: An Adversarial Auto-Augmentation Framework for Hyperspectral and Multispectral Data Fusion Jinghui Qin Lihuang Fang Ruitao Lu Liang Lin Yukai Shi 65 6 0 11 Oct 2023
Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing R. Borsoi Deniz Erdoğmuş Tales Imbiriba 72 6 0 03 Oct 2023
SSIF: Learning Continuous Image Representation for Spatial-Spectral Super-Resolution Gengchen Mai Ni Lao Weiwei Sun Yuchi Ma Jiaming Song Chenlin Meng Hongxu Ma Jinmeng Rao Ziyuan Li Stefano Ermon 76 4 0 30 Sep 2023
Unsupervised Hyperspectral and Multispectral Images Fusion Based on the Cycle Consistency Shuai Shi Lijun Zhang Y. Altmann Jie Chen 79 1 0 07 Jul 2023
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 104 59 0 15 Nov 2022
Lightweight Stepless Super-Resolution of Remote Sensing Images via Saliency-Aware Dynamic Routing Strategy Hanlin Wu Ning Ni Li-bao Zhang 103 12 0 14 Oct 2022
Self-supervised Learning in Remote Sensing: A Review Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 159 228 0 27 Jun 2022
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution Jinhui Hou Zhiyu Zhu Junhui Hou Huanqiang Zeng Jinjian Wu Jiantao Zhou SupR 82 17 0 30 May 2022
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion Danfeng Hong Jing Yao Deyu Meng Naoto Yokoya Jocelyn Chanussot SupR 144 138 0 07 May 2022
Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review Jiaxin Li Danfeng Hong Lianru Gao Jing Yao Ke-xin Zheng Bing Zhang Jocelyn Chanussot 85 385 0 03 May 2022
HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening W. G. C. Bandara Vishal M. Patel ViT 70 97 0 04 Mar 2022
Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution Jianjun Liu Zebin Wu Liang Xiao Xiaojun Wu SupR 59 77 0 22 Oct 2021
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images Zhiyu Zhu Hui Liu Junhui Hou Sen Jia Qingfu Zhang 64 21 0 12 Aug 2021
SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation Sanghyun Son Kyoung Mu Lee 128 36 0 21 Apr 2021
Self-Regression Learning for Blind Hyperspectral Image Fusion Without Label Wu Wang Yue Huang Xin Ding 37 2 0 31 Mar 2021
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing Danfeng Hong Wei He Naoto Yokoya Jing Yao Lianru Gao Liangpei Zhang Jocelyn Chanussot Xiaoxiang Zhu 55 0 0 02 Mar 2021
Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning Zhiyu Zhu Junhui Hou Jie Chen Huanqiang Zeng Jiantao Zhou SupR 60 72 0 18 Jun 2020