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Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization

22 January 2014

Papers citing "Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization"

21 / 21 papers shown

Title
Block Majorization Minimization with Extrapolation and Application to $β$ -NMF L. Hien Valentin Leplat Nicolas Gillis 80 3 0 12 Jan 2024
Privacy-preserving Non-negative Matrix Factorization with Outliers Swapnil Saha H. Imtiaz PICV 49 3 0 02 Nov 2022
Majorization-minimization for Sparse Nonnegative Matrix Factorization with the $β$ -divergence Arthur Marmin J. H. D. M. Goulart Cédric Févotte 60 8 0 13 Jul 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
Adversarially-Trained Nonnegative Matrix Factorization Ting Cai Vincent Y. F. Tan Cédric Févotte 31 6 0 10 Apr 2021
Feature Weighted Non-negative Matrix Factorization Mulin. Chen Maoguo Gong Xuelong Li 54 19 0 24 Mar 2021
Entropy Minimizing Matrix Factorization Mulin. Chen Xuelong Li 71 6 0 24 Mar 2021
Expanding boundaries of Gap Safe screening C. Dantas Emmanuel Soubies Cédric Févotte 69 16 0 22 Feb 2021
Convolutional Autoencoder for Blind Hyperspectral Image Unmixing Y. Ranasinghe S. Herath Kavinga Weerasooriya Mevan Ekanayake Roshan Godaliyadda Parakrama Ekanayake Vijitha Herath 18 16 0 18 Nov 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
Collaborative Filtering and Multi-Label Classification with Matrix Factorization Vikas Kumar 23 2 0 23 Jul 2019
Learning Nonlinear Mixtures: Identifiability and Algorithm Bo Yang Xiao Fu N. Sidiropoulos Kejun Huang CML 60 11 0 06 Jan 2019
Factor analysis of dynamic PET images: beyond Gaussian noise Y. C. Cavalcanti Thomas Oberlin N. Dobigeon Cédric Févotte S. Stute M. Ribeiro C. Tauber 26 10 0 30 Jul 2018
Negative Binomial Matrix Factorization for Recommender Systems Olivier Gouvert Thomas Oberlin Cédric Févotte 32 9 0 05 Jan 2018
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing Savas Ozkan Berk Kaya G. Akar 80 194 0 06 Aug 2017
Unsupervised Clustering and Active Learning of Hyperspectral Images with Nonlinear Diffusion James M. Murphy Mauro Maggioni DiffM 79 30 0 26 Apr 2017
Robust Fusion of Multi-Band Images with Different Spatial and Spectral Resolutions for Change Detection Vinicius Ferraris N. Dobigeon Qi Wei Marie Chabert 66 35 0 20 Sep 2016
Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering Xiao Fu Kejun Huang Bo Yang Wing-Kin Ma N. Sidiropoulos 51 103 0 15 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
Online Nonnegative Matrix Factorization with Outliers Renbo Zhao Vincent Y. F. Tan 99 47 0 10 Apr 2016
Robust Sparse Blind Source Separation Cécile Chenot J. Bobin Jérémy Rapin 67 24 0 08 Jul 2015