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Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

28 February 2012

Jocelyn Chanussot

Papers citing "Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches"

28 / 228 papers shown

Title
A convex formulation for hyperspectral image superresolution via subspace-based regularization M. Simões J. Bioucas-Dias L. Almeida Jocelyn Chanussot 109 660 0 14 Nov 2014
Hyper-Spectral Image Analysis with Partially-Latent Regression and Spatial Markov Dependencies Antoine Deleforge F. Forbes Silèye O. Ba Radu Horaud 46 13 0 30 Sep 2014
Collaborative sparse regression using spatially correlated supports - Application to hyperspectral unmixing Y. Altmann Marcelo Pereyra J. Bioucas-Dias 109 34 0 29 Sep 2014
Hyperspectral and Multispectral Image Fusion based on a Sparse Representation Qi Wei J. Bioucas-Dias N. Dobigeon J. Tourneret 83 526 0 19 Sep 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 88 67 0 15 Sep 2014
Spectral Unmixing of Hyperspectral Imagery using Multilayer NMF Roozbeh Rajabi H. Ghassemian 66 147 0 12 Aug 2014
An eigenanalysis of data centering in machine learning P. Honeine OOD 45 14 0 10 Jul 2014
Enhancing Pure-Pixel Identification Performance via Preconditioning Nicolas Gillis Wing-Kin Ma 150 12 0 20 Jun 2014
Identifiability of the Simplex Volume Minimization Criterion for Blind Hyperspectral Unmixing: The No Pure-Pixel Case Chia-Hsiang Lin Wing-Kin Ma Wei-Chiang Li Chong-Yung Chi Arulmurugan Ambikapathi 116 115 0 20 Jun 2014
Hyperspectral image superresolution: An edge-preserving convex formulation M. Simões J. Bioucas-Dias L. Almeida Jocelyn Chanussot 78 33 0 31 Mar 2014
Structured Sparse Method for Hyperspectral Unmixing Feiyun Zhu Ying Wang Shiming Xiang Bin Fan Chunhong Pan 72 239 0 19 Mar 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
Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization Cédric Févotte N. Dobigeon 172 186 0 22 Jan 2014
The Why and How of Nonnegative Matrix Factorization Nicolas Gillis 136 365 0 21 Jan 2014
Discussion of "Geodesic Monte Carlo on Embedded Manifolds" Simon Byrne Mark Girolami P. Diaconis C. Seiler Susan P. Holmes ... Marcelo Pereyra Babak Shahbaba Shiwei Lan J. Streets Daniel P. Simpson 82 0 0 05 Nov 2013
Multitask Diffusion Adaptation over Networks Jie Chen C. Richard Ali H. Sayed 97 248 0 02 Nov 2013
Nonlinear unmixing of hyperspectral images using a semiparametric model and spatial regularization Jie Chen C. Richard Alfred Hero 28 4 0 31 Oct 2013
Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation Nicolas Gillis 150 93 0 28 Oct 2013
Hierarchical Clustering of Hyperspectral Images using Rank-Two Nonnegative Matrix Factorization Nicolas Gillis Da Kuang Haesun Park 130 119 0 14 Sep 2013
Spatial-Aware Dictionary Learning for Hyperspectral Image Classification A. Soltani-Farani Hamid R. Rabiee Seyyed Abbas Hosseini 73 124 0 06 Aug 2013
Bayesian Fusion of Multi-Band Images Qi Wei N. Dobigeon J. Tourneret 117 216 0 23 Jul 2013
Further results on dissimilarity spaces for hyperspectral images RF-CBIR M. Veganzones Mihai Datcu M. Graña 38 5 0 04 Jul 2013
Robust Hyperspectral Unmixing with Correntropy based Metric Ying Wang Chunhong Pan Shiming Xiang Feiyun Zhu 84 71 0 31 May 2013
Nonlinear unmixing of hyperspectral images: models and algorithms N. Dobigeon J. Tourneret C. Richard J. Bermudez S. Mclaughlin Alfred Hero 93 419 0 06 Apr 2013
Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization Nicolas Gillis Robert Luce 134 92 0 18 Feb 2013
A Method for Finding Structured Sparse Solutions to Non-negative Least Squares Problems with Applications E. Esser Y. Lou Jack Xin 122 140 0 03 Jan 2013
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 164 224 0 06 Aug 2012
Nonlinear spectral unmixing of hyperspectral images using Gaussian processes Y. Altmann N. Dobigeon S. Mclaughlin J. Tourneret 75 77 0 23 Jul 2012