Sparse Nonnegative Tensor Factorization and Completion with Noisy Observations

Endmember independence constrained hyperspectral unmixing via nonnegative tensor factorization

Knowledge-Based Systems ◽

10.1016/j.knosys.2020.106657 ◽

2021 ◽

Vol 216 ◽

pp. 106657

Author(s):

Jin-Ju Wang ◽

Ding-Cheng Wang ◽

Ting-Zhu Huang ◽

Jie Huang ◽

Xi-Le Zhao ◽

...

Keyword(s):

Tensor Factorization ◽

Nonnegative Tensor ◽

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '09 ◽

Equivalence between nonnegative tensor factorization and tensorial probabilistic latent semantic analysis

10.1145/1571941.1572069 ◽

2009 ◽

Cited By ~ 2

Author(s):

Wei Peng

Keyword(s):

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Nonnegative Tensor Factorization

A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion

SIAM Journal on Imaging Sciences ◽

10.1137/120887795 ◽

2013 ◽

Vol 6 (3) ◽

pp. 1758-1789 ◽

Cited By ~ 376

Author(s):

Yangyang Xu ◽

Wotao Yin

Keyword(s):

Descent Method ◽

Coordinate Descent ◽

Block Coordinate Descent ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Coordinate Descent Method ◽

Block Coordinate Descent Method

LiDAR-Aided Total Variation Regularized Nonnegative Tensor Factorization for Hyperspectral Unmixing

10.1109/igarss47720.2021.9553137 ◽

2021 ◽

Author(s):

Atakan Kaya ◽

Kubilay Atas ◽

Sevcan Kahraman

Keyword(s):

Total Variation ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Hyperspectral Unmixing via Total Variation Regularized Nonnegative Tensor Factorization

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2872888 ◽

2019 ◽

Vol 57 (4) ◽

pp. 2341-2357 ◽

Cited By ~ 14

Author(s):

Fengchao Xiong ◽

Yuntao Qian ◽

Jun Zhou ◽

Yuan Yan Tang

Keyword(s):

Total Variation ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Application of Nonnegative Tensor Factorization for neutron-gamma discrimination of Monte Carlo simulated fission chamber’s output signals

Results in Physics ◽

10.1016/j.rinp.2017.04.009 ◽

2017 ◽

Vol 7 ◽

pp. 1422-1426 ◽

Cited By ~ 3

Author(s):

Mounia Laassiri ◽

El-Mehdi Hamzaoui ◽

Rajaa Cherkaoui El Moursli

Keyword(s):

Monte Carlo ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Nonnegative Tensor Factorization

Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation

Neurocomputing ◽

10.1016/j.neucom.2015.08.122 ◽

2016 ◽

Vol 198 ◽

pp. 148-154 ◽

Cited By ~ 24

Author(s):

Yu Zhang ◽

Guoxu Zhou ◽

Qibin Zhao ◽

Andrzej Cichocki ◽

Xingyu Wang

Keyword(s):

Low Rank ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Low Rank Approximation ◽

Rank Approximation

Constrained Nonnegative Tensor Factorization for Spectral Unmixing of Hyperspectral Images: A Case Study of Urban Impervious Surface Extraction

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2018.2877734 ◽

2019 ◽

Vol 16 (4) ◽

pp. 583-587

Author(s):

Boyu Feng ◽

Jinfei Wang

Keyword(s):

Impervious Surface ◽

Spectral Unmixing ◽

Hyperspectral Images ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Surface Extraction ◽

Urban Impervious Surface

Nonnegative Tensor Factorization Accelerated Using GPGPU

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2010.194 ◽

2011 ◽

Vol 22 (7) ◽

pp. 1135-1141 ◽

Cited By ~ 19

Author(s):

J Antikainen ◽

J Havel ◽

R Josth ◽

A Herout ◽

P Zemcik ◽

...

Keyword(s):

Tensor Factorization ◽

Nonnegative Tensor ◽

Nonnegative Tensor Factorization