Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning
Framework for Self-Supervised Hyperspectral Unmixing

Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing

21 May 2021

Jocelyn Chanussot

Bing Zhang

Papers citing "Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing"

11 / 11 papers shown

Title
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 106 27 0 17 Jun 2024
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification Danfeng Hong Lianru Gao Naoto Yokoya Jing Yao Jocelyn Chanussot Q. Du Bing Zhang 73 966 0 12 Aug 2020
Graph Convolutional Networks for Hyperspectral Image Classification Danfeng Hong Lianru Gao Jing Yao Bing Zhang Antonio J. Plaza Jocelyn Chanussot 40 1,112 0 06 Aug 2020
Cascaded Recurrent Neural Networks for Hyperspectral Image Classification Renlong Hang Qingshan Liu Danfeng Hong Pedram Ghamisi 35 631 0 28 Feb 2019
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features Xin Wu Danfeng Hong Jiaojiao Tian Jocelyn Chanussot Wei Li R. Tao ObjD 42 187 0 23 Jan 2019
CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences Danfeng Hong Naoto Yokoya Jocelyn Chanussot Xiaoxiang Zhu 46 195 0 30 Dec 2018
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing Danfeng Hong Naoto Yokoya Jocelyn Chanussot Xiaoxiang Zhu 39 712 0 29 Oct 2018
Hyperspectral unmixing with spectral variability using adaptive bundles and double sparsity Tatsumi Uezato M. Fauvel N. Dobigeon 40 46 0 30 Apr 2018
Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches Xiao Fu Wing-Kin Ma J. Bioucas-Dias Tsung-Han Chan 42 92 0 07 Jul 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 441 43,277 0 11 Feb 2015
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 82 2,570 0 28 Feb 2012

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