Spectral Unmixing via Data-guided Sparsity

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Spectral Unmixing via Data-guided Sparsity

13 March 2014

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Papers citing "Spectral Unmixing via Data-guided Sparsity"

18 / 18 papers shown

Title
A Multibranch Convolutional Neural Network for Hyperspectral Unmixing Lukasz Tulczyjew M. Kawulok Nicolas Longépé Bertrand Le Saux J. Nalepa 49 12 0 03 Aug 2022
Deep Hyperspectral Unmixing using Transformer Network Preetam Ghosh Swalpa Kumar Roy Bikram Koirala Behnood Rasti P. Scheunders ViT 95 86 0 31 Mar 2022
SCA-Net: A Self-Correcting Two-Layer Autoencoder for Hyper-spectral Unmixing Gurpreet Singh Soumyajit Gupta Clint Dawson 13 2 0 10 Feb 2021
Tensor Completion by Multi-Rank via Unitary Transformation Guang-Jing Song Michael K. Ng Xiongjun Zhang 35 13 0 16 Dec 2020
Extracting Optimal Solution Manifolds using Constrained Neural Optimization Gurpreet Singh Soumyajit Gupta Matthew Lease 11 0 0 13 Sep 2020
Tangent Space Based Alternating Projections for Nonnegative Low Rank Matrix Approximation Guang-Jing Song Michael K. Ng Tai-Xiang Jiang 44 5 0 02 Sep 2020
Hyperspectral Unmixing Network Inspired by Unfolding an Optimization Problem Chao Zhou 6 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 21 22 0 02 Mar 2020
Orthogonal Nonnegative Tucker Decomposition Junjun Pan Michael K. Ng Ye Liu Xiongjun Zhang Hong Yan 42 20 0 21 Oct 2019
Robust Tensor Completion Using Transformed Tensor SVD Guang-Jing Song Michael K. Ng Xiongjun Zhang 61 20 0 02 Jul 2019
Image Smoothing via Unsupervised Learning Yukun Tian Junping Zhang David Wipf Baoquan Chen Jianmin Wang OCL 64 107 0 07 Nov 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
Deep Spectral Convolution Network for HyperSpectral Unmixing Savas Ozkan G. Akar 39 11 0 22 Jun 2018
Hyperspectral Unmixing: Ground Truth Labeling, Datasets, Benchmark Performances and Survey Feiyun Zhu 41 99 0 17 Aug 2017
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing Savas Ozkan Berk Kaya G. Akar 76 194 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
A spatial compositional model (SCM) for linear unmixing and endmember uncertainty estimation Yuan Zhou Anand Rangarajan P. Gader 50 33 0 30 Sep 2015
Effective Spectral Unmixing via Robust Representation and Learning-based Sparsity Feiyun Zhu Ying Wang Bin Fan Gaofeng Meng Chunhong Pan 94 56 0 02 Sep 2014

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