Structured Sparse Method for Hyperspectral Unmixing

Structured Sparse Method for Hyperspectral Unmixing

19 March 2014

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Papers citing "Structured Sparse Method for Hyperspectral Unmixing"

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Title
SpecDETR: A Transformer-based Hyperspectral Point Object Detection Network Zhaoxu Li Wei An Gaowei Guo Longguang Wang Yingqian Wang Zaiping Lin ViT 207 0 0 16 May 2024
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
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review Xin-Ru Feng Hengchao Li Rui Wang Q. Du Wenxuan Wang Antonio J. Plaza 58 68 0 20 May 2022
Extracting Optimal Solution Manifolds using Constrained Neural Optimization Gurpreet Singh Soumyajit Gupta Matthew Lease 33 0 0 13 Sep 2020
Hyperspectral Unmixing Network Inspired by Unfolding an Optimization Problem Chao Zhou 22 0 0 21 May 2020
Constrained Nonnegative Matrix Factorization for Blind Hyperspectral Unmixing incorporating Endmember Independence E. Ekanayake H. Weerasooriya D. Ranasinghe S. Herath B. Rathnayake G. Godaliyadda M. P. B. Ekanayake Hmspb Herath 47 22 0 02 Mar 2020
A Dual Symmetric Gauss-Seidel Alternating Direction Method of Multipliers for Hyperspectral Sparse Unmixing Longfei Ren Chengjing Wang Peipei Tang Zheng Ma 35 11 0 25 Feb 2019
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing Danfeng Hong Naoto Yokoya Jocelyn Chanussot Xiaoxiang Zhu 54 719 0 29 Oct 2018
Improved Deep Spectral Convolution Network For Hyperspectral Unmixing With Multinomial Mixture Kernel and Endmember Uncertainty Savas Ozkan G. Akar UQCV 109 14 0 03 Aug 2018
A particle-based variational approach to Bayesian Non-negative Matrix Factorization M. A. Masood Finale Doshi-Velez 58 11 0 16 Mar 2018
$Robust Contextual Bandit via the Capped-$\ell_{2}$ norm$ Robust Contextual Bandit via the Capped- $\ell_{2}$ norm Feiyun Zhu Xinliang Zhu Sheng Wang Jiawen Yao Junzhou Huang OffRL 58 1 0 17 Aug 2017
Hyperspectral Unmixing: Ground Truth Labeling, Datasets, Benchmark Performances and Survey Feiyun Zhu 48 99 0 17 Aug 2017
Group-driven Reinforcement Learning for Personalized mHealth Intervention Feiyun Zhu Jun Guo Zheng Xu Peng Liao Junzhou Huang OffRL 76 20 0 14 Aug 2017
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing Savas Ozkan Berk Kaya G. Akar 80 194 0 06 Aug 2017
ICA based on the data asymmetry Przemysław Spurek Jacek Tabor P. Rola M. Ociepka CML 32 2 0 31 Jan 2017
Unsupervised Classification in Hyperspectral Imagery with Nonlocal Total Variation and Primal-Dual Hybrid Gradient Algorithm Wei Zhu Victoria Chayes Alexandre Tiard Stephanie M. Sanchez D. Dahlberg Andrea L. Bertozzi Stanley Osher Dominique Zosso Da Kuang 79 52 0 27 Apr 2016
Low Rank Representation on Riemannian Manifold of Square Root Densities Yifan Fu Junbin Gao X. Hong D. Tien 59 3 0 18 Aug 2015
Effective Spectral Unmixing via Robust Representation and Learning-based Sparsity Feiyun Zhu Ying Wang Bin Fan Gaofeng Meng Chunhong Pan 115 56 0 02 Sep 2014
Spectral Unmixing via Data-guided Sparsity Feiyun Zhu Ying Wang Bin Fan Gaofeng Meng Shiming Xiang Chunhong Pan 112 233 0 13 Mar 2014