Hyperspectral Unmixing: Ground Truth Labeling, Datasets, Benchmark
Performances and Survey

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Hyperspectral Unmixing: Ground Truth Labeling, Datasets, Benchmark Performances and Survey

17 August 2017

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Papers citing "Hyperspectral Unmixing: Ground Truth Labeling, Datasets, Benchmark Performances and Survey"

13 / 13 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
A Second-Order Majorant Algorithm for Nonnegative Matrix Factorization M. Pham Jérémy E. Cohen T. Chonavel 46 2 0 31 Mar 2023
Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing Alexandre Zouaoui Gedeon Muhawenayo Behnood Rasti Jocelyn Chanussot Julien Mairal 69 17 0 22 Sep 2022
Hyperspectral Pixel Unmixing with Latent Dirichlet Variational Autoencoder Kiran Mantripragada Faisal Z. Qureshi 84 35 0 02 Mar 2022
Deep Deterministic Independent Component Analysis for Hyperspectral Unmixing Hongming Li Shujian Yu José C. Príncipe 49 6 0 07 Feb 2022
Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding problem Jérémy E. Cohen 45 0 0 24 Nov 2021
Smoothed Separable Nonnegative Matrix Factorization Nicolas Nadisic Nicolas Gillis Christophe Kervazo 62 9 0 11 Oct 2021
Improving Autoencoder Training Performance for Hyperspectral Unmixing with Network Reinitialisation Kamil Książek P. Głomb M. Romaszewski M. Cholewa B. Grabowski Krisztián Búza 58 3 0 28 Sep 2021
Using Low-rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing Lianru Gao Zhicheng Wang Lina Zhuang Haoyang Yu Bing Zhang Jocelyn Chanussot 38 76 0 30 Mar 2021
SCA-Net: A Self-Correcting Two-Layer Autoencoder for Hyper-spectral Unmixing Gurpreet Singh Soumyajit Gupta Clint Dawson 32 2 0 10 Feb 2021
$Matrix-wise $\ell_0$-constrained Sparse Nonnegative Least Squares$ Matrix-wise $\ell_0$ -constrained Sparse Nonnegative Least Squares Nicolas Nadisic Jérémy E. Cohen A. Vandaele Nicolas Gillis 40 0 0 22 Nov 2020
Deep matrix factorizations Pierre De Handschutter Nicolas Gillis Xavier Siebert BDL 128 47 0 01 Oct 2020
Near-Convex Archetypal Analysis Pierre De Handschutter Nicolas Gillis A. Vandaele Xavier Siebert 33 8 0 02 Oct 2019