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Hierarchical Clustering of Hyperspectral Images using Rank-Two Nonnegative Matrix Factorization

14 September 2013

Papers citing "Hierarchical Clustering of Hyperspectral Images using Rank-Two Nonnegative Matrix Factorization"

24 / 24 papers shown

Title
On the Robustness of the Successive Projection Algorithm Giovanni Barbarino Nicolas Gillis 166 0 0 25 Nov 2024
Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection M. Eren Manish Bhattarai R. Joyce Edward Raff Charles K. Nicholas Boian S. Alexandrov 51 8 0 12 Sep 2023
Hyperspectral Remote Sensing Benchmark Database for Oil Spill Detection with an Isolation Forest-Guided Unsupervised Detector Puhong Duan Xudong Kang Pedram Ghamisi 113 72 0 28 Sep 2022
A consistent and flexible framework for deep matrix factorizations Pierre De Handschutter Nicolas Gillis 24 15 0 21 Jun 2022
Unsupervised Segmentation of Hyperspectral Remote Sensing Images with Superpixels Mirko Paolo Barbato Paolo Napoletano Flavio Piccoli Raimondo Schettini 57 21 0 26 Apr 2022
Unsupervised Diffusion and Volume Maximization-Based Clustering of Hyperspectral Images Sam L. Polk Kangning Cui Aland H. Y. Chan David A. Coomes R. Plemmons James M. Murphy DiffM 29 9 0 18 Mar 2022
Co-Separable Nonnegative Matrix Factorization Junjun Pan Michael K. Ng 65 1 0 02 Sep 2021
Block Alternating Bregman Majorization Minimization with Extrapolation L. Hien D. Phan Nicolas Gillis Masoud Ahookhosh Panagiotis Patrinos 18 12 0 09 Jul 2021
Multiscale Clustering of Hyperspectral Images Through Spectral-Spatial Diffusion Geometry Sam L. Polk James M. Murphy 15 14 0 29 Mar 2021
Hyperspectral Image Clustering with Spatially-Regularized Ultrametrics Shukun Zhang James M. Murphy 19 8 0 10 Apr 2020
Near-Convex Archetypal Analysis Pierre De Handschutter Nicolas Gillis A. Vandaele Xavier Siebert 33 8 0 02 Oct 2019
Successive Projection Algorithm Robust to Outliers Nicolas Gillis 35 7 0 12 Aug 2019
Generalized Separable Nonnegative Matrix Factorization Junjun Pan Nicolas Gillis 85 27 0 30 May 2019
Learning by Active Nonlinear Diffusion Mauro Maggioni James M. Murphy 18 19 0 30 May 2019
Deep Clustering With Intra-class Distance Constraint for Hyperspectral Images Jinguang Sun Wanli Wang Xian Wei Li Fang Xiaoliang Tang Yusheng Xu Hui Yu W. Yao 22 21 0 01 Apr 2019
Inertial Block Proximal Methods for Non-Convex Non-Smooth Optimization L. Hien Nicolas Gillis Panagiotis Patrinos 46 11 0 05 Mar 2019
Spectral-Spatial Diffusion Geometry for Hyperspectral Image Clustering James M. Murphy Mauro Maggioni DiffM 26 25 0 08 Feb 2019
On Matching Pursuit and Coordinate Descent Francesco Locatello Anant Raj Sai Praneeth Karimireddy Gunnar Rätsch Bernhard Schölkopf Sebastian U. Stich Martin Jaggi 98 23 0 26 Mar 2018
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs Maryam Abdolali Nicolas Gillis Mohammad Rahmati 51 31 0 21 Feb 2018
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees Francesco Locatello Michael Tschannen Gunnar Rätsch Martin Jaggi 95 26 0 31 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 82 15 0 03 Apr 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
First Order Methods for Robust Non-negative Matrix Factorization for Large Scale Noisy Data Gejie Liu Shuchin Aeron 55 1 0 24 Mar 2014