EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution

EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution

AAAI Conference on Artificial Intelligence (AAAI), 2024

31 December 2024

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Papers citing "EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution"

16 / 16 papers shown

Title
Cross Aggregation Transformer for Image RestorationNeural Information Processing Systems (NeurIPS), 2022 Zheng Chen Yulun Zhang Jinjin Gu Yongbing Zhang Lingyu Kong X. Yuan ViT 169 197 0 24 Nov 2022
Activating More Pixels in Image Super-Resolution TransformerComputer Vision and Pattern Recognition (CVPR), 2022 Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 448 858 0 09 May 2022
On Efficient Transformer-Based Image Pre-training for Low-Level VisionInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Wenbo Li Xin Lu Shengju Qian Jiangbo Lu Xinming Zhang Jiaya Jia ViT 210 121 0 19 Dec 2021
FastHyMix: Fast and Parameter-free Hyperspectral Image Mixed Noise Removal Lina Zhuang Michael Kwok-Po Ng 117 111 0 18 Sep 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Lucas Beerens Luc Van Gool Radu Timofte ViT 424 3,869 0 23 Aug 2021
LoRA: Low-Rank Adaptation of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2021 J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 1.5K 14,676 0 17 Jun 2021
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse RepresentationsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2018 Lina Zhuang J. Bioucas-Dias 124 301 0 11 Mar 2021
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep PriorsIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021 Yuchun Miao Xile Zhao Xiao Fu Jian-Li Wang Yu-Bang Zheng 209 46 0 24 Feb 2021
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery Junjun Jiang He Sun Xianming Liu Jiayi Ma SupR 170 252 0 18 May 2020
Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution Oleksii Sidorov J. Hardeberg SupR 146 162 0 01 Feb 2019
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 533 4,253 0 01 Sep 2018
Image Super-Resolution Using Very Deep Residual Channel Attention NetworksEuropean Conference on Computer Vision (ECCV), 2018 Yulun Zhang Kunpeng Li Kai Li Lichen Wang Bineng Zhong Y. Fu SupR 370 4,930 0 08 Jul 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 496 3,674 0 24 Feb 2018
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 1.1K 11,541 0 15 Sep 2016
Image Super-Resolution Using Deep Convolutional NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014 Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 646 8,765 0 31 Dec 2014
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based ApproachesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2012 J. Bioucas-Dias Antonio J. Plaza N. Dobigeon M. Parente Q. Du P. Gader Jocelyn Chanussot 322 2,668 0 28 Feb 2012