Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors

24 February 2021

Papers citing "Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors"

20 / 20 papers shown

Title
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 98 0 0 31 Dec 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Di Lin Dacheng Tao Liangpei Zhang 100 27 0 17 Jun 2024
Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution Oleksii Sidorov J. Hardeberg SupR 29 151 0 01 Feb 2019
Image Restoration using Total Variation Regularized Deep Image Prior Jiaming Liu Yu Sun Xiaojian Xu Ulugbek S. Kamilov 54 175 0 30 Oct 2018
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network Qiang Zhang Qiangqiang Yuan Jie Li Xinxin Liu Huanfeng Shen Liangpei Zhang 52 133 0 01 Oct 2018
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network Qiangqiang Yuan Qiang Zhang Jie Li Huanfeng Shen Liangpei Zhang 84 376 0 01 Jun 2018
A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening Qiangqiang Yuan Yancong Wei Xiangchao Meng Huanfeng Shen Liangpei Zhang 46 467 0 28 Dec 2017
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 112 3,128 0 29 Nov 2017
Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration Yi Chang Luxin Yan Houzhang Fang Sheng Zhong Zhijun Zhang 57 170 0 01 Sep 2017
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition Yao Wang Jiangjun Peng Qian Zhao Deyu Meng Yee Leung Xile Zhao 96 371 0 08 Jul 2017
Denoising Hyperspectral Image with Non-i.i.d. Noise Structure Y. Chen Xiangyong Cao Qian Zhao Deyu Meng Zongben Xu 47 179 0 01 Feb 2017
Inexact Block Coordinate Descent Methods For Symmetric Nonnegative Matrix Factorization Qingjiang Shi Haoran Sun Songtao Lu Mingyi Hong Meisam Razaviyayn 46 28 0 11 Jul 2016
Tensor Decomposition for Signal Processing and Machine Learning N. Sidiropoulos L. De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos 143 1,351 0 06 Jul 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches Xiao Fu Wing-Kin Ma J. Bioucas-Dias Tsung-Han Chan 34 92 0 07 Jul 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.4K 76,547 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.2K 149,474 0 22 Dec 2014
Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search are Related Xiao Fu Wing-Kin Ma Tsung-Han Chan J. Bioucas-Dias 69 67 0 15 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 395 16,962 0 20 Dec 2013
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches J. Bioucas-Dias Antonio J. Plaza N. Dobigeon M. Parente Q. Du P. Gader Jocelyn Chanussot 74 2,567 0 28 Feb 2012