Spectral Unmixing of Hyperspectral Imagery using Multilayer NMF

12 August 2014

Papers citing "Spectral Unmixing of Hyperspectral Imagery using Multilayer NMF"

16 / 16 papers shown

Title
GSVD-NMF: Recovering Missing Features in Non-negative Matrix Factorization Youdong Guo T. Holy 117 0 0 10 Jan 2025
Deep Nonlinear Hyperspectral Unmixing Using Multi-task Learning Saeid Mehrdad Seyed AmirHossein Janani 36 0 0 05 Feb 2024
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
GAUSS: Guided Encoder-Decoder Architecture for Hyperspectral Unmixing with Spatial Smoothness Y. Ranasinghe Kavinga Weerasooriya Roshan Godaliyadda Vijitha Herath Parakrama Ekanayake Dhananjaya Jayasundara Lakshitha Ramanayake Neranjan Senarath Dulantha Wickramasinghe 68 5 0 16 Apr 2022
Spectral Unmixing of Hyperspectral Images Based on Block Sparse Structure Seyed Hossein Mosavi Azarang Roozbeh Rajabi H. Zayyani Amin Zehtabian 53 1 0 10 Apr 2022
Extending the Unmixing methods to Multispectral Images Jizhen Cai Hermine Chatoux C. Boust A. Mansouri 59 5 0 23 Nov 2021
Deep matrix factorizations Pierre De Handschutter Nicolas Gillis Xavier Siebert BDL 128 47 0 01 Oct 2020
Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior Yan Zhang Zhao Zhang Yang Wang Zheng Zhang Li Zhang Shuicheng Yan Meng Wang 54 27 0 08 Sep 2020
A Survey on Concept Factorization: From Shallow to Deep Representation Learning Zhao Zhang Yan Zhang Mingliang Xu Li Zhang Yi Yang Shuicheng Yan 90 30 0 31 Jul 2020
Reverse Annealing for Nonnegative/Binary Matrix Factorization John K. Golden Daniel O’Malley 38 36 0 10 Jul 2020
Deep Self-representative Concept Factorization Network for Representation Learning Yan Zhang Zhao Zhang Zheng Zhang Mingbo Zhao Li Zhang Zhengjun Zha Meng Wang 51 15 0 13 Dec 2019
Spatial Sparse subspace clustering for Compressive Spectral imaging Jianchen Zhu Tong Zhang Shengjie Zhao Carlos Hinojosa Zengli Liu Gonzalo R. Arce 17 0 0 05 Nov 2019
Clustered Multitask Nonnegative Matrix Factorization for Spectral Unmixing of Hyperspectral Data Sara Khoshsokhan Roozbeh Rajabi H. Zayyani 22 18 0 16 May 2019
Sparsity Constrained Distributed Unmixing of Hyperspectral Data Sara Khoshsokhan Roozbeh Rajabi H. Zayyani 57 24 0 20 Feb 2019
Hyperspectral unmixing with spectral variability using adaptive bundles and double sparsity Tatsumi Uezato M. Fauvel N. Dobigeon 62 46 0 30 Apr 2018
Distributed Unmixing of Hyperspectral Data With Sparsity Constraint Sara Khoshsokhan Roozbeh Rajabi H. Zayyani 50 4 0 03 Nov 2017