Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution

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Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution

1 February 2019

Oleksii Sidorov

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Papers citing "Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution"

17 / 17 papers shown

Title
A TRPCA-Inspired Deep Unfolding Network for Hyperspectral Image Denoising via Thresholded t-SVD and Top-K Sparse Transformer Liang Li Jianli Zhao Sheng Fang Siyu Chen Hui Sun 44 0 0 03 Jun 2025
Multispectral Demosaicing via Dual Cameras SaiKiran Tedla Junyong Lee Beixuan Yang Mahmoud Afifi M. Brown 97 0 0 27 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
EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution Xi Su Xiangfei Shen Mingyang Wan Jing Nie Lihui Chen Haijun Liu Xichuan Zhou 122 0 0 31 Dec 2024
Self-Supervised Hyperspectral Inpainting with the Optimisation inspired Deep Neural Network Prior Shuo Li Mehrdad Yaghoobi 115 1 0 12 Jun 2023
Spatial-Spectral Transformer for Hyperspectral Image Denoising Miaoyu Li Ying Fu Yulun Zhang 67 75 0 25 Nov 2022
Mixture-Net: Low-Rank Deep Image Prior Inspired by Mixture Models for Spectral Image Recovery T. Gelvez-Barrera Jorge Bacca Henry Arguello SupR 56 10 0 05 Nov 2022
Mask-Guided Image Person Removal with Data Synthesis Yunliang Jiang Chenyang Gu Zhenfeng Xue Xiongtao Zhang Yong-Jin Liu 3DH 53 3 0 29 Sep 2022
Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion Huanfeng Shen Menghui Jiang Jie Li Chen Zhou Qiangqiang Yuan Liangpei Zhang 79 35 0 13 Aug 2021
Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction W. G. C. Bandara Jeya Maria Jose Valanarasu Vishal M. Patel 66 56 0 06 Jul 2021
Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV Minimization Marija Vella Bowen Zhang Wei Chen João F. C. Mota 42 12 0 13 Jun 2021
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors Yuchun Miao Xile Zhao Xiao Fu Jian-Li Wang Yu-Bang Zheng 84 40 0 24 Feb 2021
DIPPAS: A Deep Image Prior PRNU Anonymization Scheme F. Picetti S. Mandelli Paolo Bestagini V. Lipari Stefano Tubaro 56 12 0 07 Dec 2020
Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior Yi-Si Luo Xile Zhao Tai-Xiang Jiang Yu-Bang Zheng Yi Chang 25 0 0 22 Aug 2020
Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms Yanna Bai Wei Chen Jie Chen Weisi Guo 115 70 0 27 Jul 2020
Guided Deep Decoder: Unsupervised Image Pair Fusion Tatsumi Uezato Danfeng Hong Naoto Yokoya Wei He MDE 80 84 0 23 Jul 2020
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery Junjun Jiang He Sun Xianming Liu Jiayi Ma SupR 114 214 0 18 May 2020