v1v2 (latest)

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"

50 / 228 papers shown

Title
Fusing Multiple Multiband Images Reza Arablouei 29 13 0 13 Dec 2017
Tech Report: A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing R. Borsoi Tales Imbiriba J. Bermudez C. Richard 55 90 0 05 Dec 2017
Hierarchical Bayesian image analysis: from low-level modeling to robust supervised learning A. Lagrange M. Fauvel S. May N. Dobigeon 8 11 0 01 Dec 2017
Randomized Nonnegative Matrix Factorization N. Benjamin Erichson Ariana Mendible Sophie Wihlborn J. Nathan Kutz 71 53 0 06 Nov 2017
Multiple Instance Hybrid Estimator for Hyperspectral Target Characterization and Sub-pixel Target Detection Changzhe Jiao Chao Chen R. McGarvey Stephanie A. Bohlman Licheng Jiao Alina Zare 64 44 0 31 Oct 2017
Generalized linear mixing model accounting for endmember variability Tales Imbiriba R. Borsoi J. Bermudez 60 79 0 20 Oct 2017
Efficient Preconditioning for Noisy Separable NMFs by Successive Projection Based Low-Rank Approximations Tomohiko Mizutani Mirai Tanaka 18 0 0 01 Oct 2017
A Gaussian mixture model representation of endmember variability in hyperspectral unmixing Yuan Zhou Anand Rangarajan P. Gader 66 93 0 29 Sep 2017
STAR: Spatio-Temporal Altimeter Waveform Retracking using Sparse Representation and Conditional Random Fields R. Roscher B. Uebbing J. Kusche 19 44 0 22 Sep 2017
Bayesian nonparametric Principal Component Analysis Clément Elvira P. Chainais N. Dobigeon 22 7 0 17 Sep 2017
ExSIS: Extended Sure Independence Screening for Ultrahigh-dimensional Linear Models Talal Ahmed W. Bajwa 57 9 0 21 Aug 2017
Shapelet-based Sparse Representation for Landcover Classification of Hyperspectral Images R. Roscher B. Waske 30 35 0 20 Aug 2017
Hyperspectral Unmixing: Ground Truth Labeling, Datasets, Benchmark Performances and Survey Feiyun Zhu 48 99 0 17 Aug 2017
Maximum Volume Inscribed Ellipsoid: A New Simplex-Structured Matrix Factorization Framework via Facet Enumeration and Convex Optimization Chia-Hsiang Lin Ruiyuan Wu Wing-Kin Ma Chong-Yung Chi Yijiao Wang 98 50 0 09 Aug 2017
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing Savas Ozkan Berk Kaya G. Akar 80 194 0 06 Aug 2017
Unmixing dynamic PET images with variable specific binding kinetics Y. C. Cavalcanti Thomas Oberlin N. Dobigeon S. Stute M. Ribeiro C. Tauber 17 1 0 19 Jul 2017
Non-negative Matrix Factorization via Archetypal Analysis H. Javadi Andrea Montanari 68 27 0 08 May 2017
Unsupervised Clustering and Active Learning of Hyperspectral Images with Nonlinear Diffusion James M. Murphy Mauro Maggioni DiffM 79 30 0 26 Apr 2017
Dictionary-based Tensor Canonical Polyadic Decomposition Jérémy E. Cohen Nicolas Gillis 76 15 0 03 Apr 2017
Learned Spectral Super-Resolution S. Galliani Charis Lanaras D. Marmanis E. Baltsavias Konrad Schindler SupR SSL 71 119 0 28 Mar 2017
Hyperspectral Unmixing with Endmember Variability using Semi-supervised Partial Membership Latent Dirichlet Allocation Sheng Zou Hao Sun Alina Zare 16 2 0 17 Mar 2017
Introduction to Nonnegative Matrix Factorization Nicolas Gillis 75 46 0 02 Mar 2017
Bayesian Nonparametric Unmixing of Hyperspectral Images Jürgen T. Hahn A. Zoubir 45 2 0 26 Feb 2017
Inertia-Constrained Pixel-by-Pixel Nonnegative Matrix Factorisation: a Hyperspectral Unmixing Method Dealing with Intra-class Variability C. Revel Y. Deville V. Achard X. Briottet 21 33 0 24 Feb 2017
Scene-adapted plug-and-play algorithm with convergence guarantees Afonso M. Teodoro J. Bioucas-Dias Mário A. T. Figueiredo 27 2 0 08 Feb 2017
Denoising Hyperspectral Image with Non-i.i.d. Noise Structure Y. Chen Xiangyong Cao Qian Zhao Deyu Meng Zongben Xu 83 181 0 01 Feb 2017
Semi-Supervised Endmember Identification In Nonlinear Spectral Mixtures Via Semantic Representation Y. Itoh Siwei Feng Marco F. Duarte M. Parente 18 4 0 03 Jan 2017
Hyperspectral Unmixing with Endmember Variability using Partial Membership Latent Dirichlet Allocation Sheng Zou Alina Zare 46 16 0 12 Sep 2016
On Clustering and Embedding Mixture Manifolds using a Low Rank Neighborhood Approach A. Saranathan M. Parente 27 3 0 23 Aug 2016
Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodelling Effects Abderrahim Halimi J. Bioucas-Dias N. Dobigeon G. Buller S. Mclaughlin 50 59 0 18 Jul 2016
Non-convex regularization in remote sensing D. Tuia Rémi Flamary Michel Barlaud 51 30 0 23 Jun 2016
Scalable low dimensional manifold model in the reconstruction of noisy and incomplete hyperspectral images Wei Zhu Zuoqiang Shi Stanley Osher 32 5 0 18 May 2016
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
Unsupervised Nonlinear Spectral Unmixing based on a Multilinear Mixing Model Qi Wei Marcus Chen J. Tourneret S. Godsill 28 45 0 14 Apr 2016
Multi-Band Image Fusion Based on Spectral Unmixing Qi Wei J. Bioucas-Dias N. Dobigeon J. Tourneret Marcus Chen S. Godsill 136 136 0 29 Mar 2016
Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing Fei Zhu Abderrahim Halimi P. Honeine Badong Chen Nanning Zheng 43 31 0 04 Feb 2016
Perfect Recovery Conditions For Non-Negative Sparse Modeling Y. Itoh Marco F. Duarte M. Parente 22 14 0 09 Dec 2015
Online Unmixing of Multitemporal Hyperspectral Images accounting for Spectral Variability Pierre-Antoine Thouvenin N. Dobigeon J. Tourneret 55 47 0 20 Oct 2015
Dynamical spectral unmixing of multitemporal hyperspectral images S. Henrot Jocelyn Chanussot Christian Jutten 54 79 0 14 Oct 2015
A spatial compositional model (SCM) for linear unmixing and endmember uncertainty estimation Yuan Zhou Anand Rangarajan P. Gader 58 33 0 30 Sep 2015
Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches Xiao Fu Wing-Kin Ma J. Bioucas-Dias Tsung-Han Chan 52 93 0 07 Jul 2015
Multilayer Structured NMF for Spectral Unmixing of Hyperspectral Images Roozbeh Rajabi H. Ghassemian 37 4 0 04 Jun 2015
Hyperspectral Image Classification and Clutter Detection via Multiple Structural Embeddings and Dimension Reductions A. Iliopoulos Tiancheng Liu Xiaobai Sun 37 1 0 03 Jun 2015
Fast Spectral Unmixing based on Dykstra's Alternating Projection Qi Wei J. Bioucas-Dias N. Dobigeon J. Tourneret 41 4 0 07 May 2015
Hyperspectral pansharpening: a review Laetitia Loncan L. Almeida J. Bioucas-Dias X. Briottet Jocelyn Chanussot ... J. Tourneret M. Veganzones Gemine Vivone Qi Wei Naoto Yokoya 80 708 0 17 Apr 2015
Image patch analysis of sunspots and active regions. II. Clustering via matrix factorization Kevin R. Moon V. Delouille Jimmy J. Li R. Visscher F. Watson Alfred Hero 20 7 0 10 Apr 2015
Image patch analysis of sunspots and active regions. I. Intrinsic dimension and correlation analysis Kevin R. Moon Jimmy J. Li V. Delouille R. Visscher F. Watson Alfred Hero 32 13 0 13 Mar 2015
Generalized Inpainting Method for Hyperspectral Image Acquisition Kévin Degraux V. Cambareri Laurent Jacques B. Geelen C. Blanch G. Lafruit 47 24 0 06 Feb 2015
Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach Abderrahim Halimi P. Honeine M. Kharouf C. Richard J. Tourneret 56 27 0 22 Jan 2015
HyperSpectral classification with adaptively weighted L1-norm regularization and spatial postprocessing Victor Stefan Aldea 29 1 0 08 Dec 2014