Weighted Sparsity Constraint Tensor Factorization for Hyperspectral Unmixing

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 ◽

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 ◽

Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3095488 ◽

2021 ◽

pp. 1-14

Author(s):

Yuan Yuan ◽

Le Dong ◽

Xuelong Li

Keyword(s):

Low Rank ◽

Tensor Factorization ◽

Hyperspectral Unmixing ◽

Rank Tensor ◽

Nonlocal Similarity

Spatial Feature Extraction Non-negative Tensor Factorization for Hyperspectral Unmixing

Applied Mathematical Modelling ◽

10.1016/j.apm.2021.09.043 ◽

2021 ◽

Author(s):

Jin-Ju Wang ◽

Ding-Cheng Wang ◽

Ting-Zhu Huang ◽

Jie Huang

Keyword(s):

Feature Extraction ◽

Tensor Factorization ◽

Spatial Feature ◽

Hyperspectral unmixing using nonnegative matrix factorization with an approximate L0 sparsity constraint

2012 5th International Congress on Image and Signal Processing ◽

10.1109/cisp.2012.6469672 ◽

2012 ◽

Author(s):

Zhou Zhang ◽

Zhenwei Shi ◽

Wei Tang ◽

Liu Liu

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Hyperspectral Unmixing ◽

Sparsity Constraint

Endmember Constraint Non-Negative Tensor Factorization Via Total Variation for Hyperspectral Unmixing

10.1109/igarss47720.2021.9554468 ◽

2021 ◽

Author(s):

Jin-Ju Wang ◽

Ding-Cheng Wang ◽

Ting-Zhu Huang ◽

Jie Huang

Keyword(s):

Total Variation ◽

Tensor Factorization ◽

Superpixel-Based Nonnegative Tensor Factorization for Hyperspectral Unmixing

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8518642 ◽

2018 ◽

Cited By ~ 2

Author(s):

Fengchao Xiong ◽

Jingzhou Chen ◽

Jun Zhou ◽

Yuntao Qian

Keyword(s):

Tensor Factorization ◽

Nonnegative Tensor ◽

Hierarchical alternating least squares algorithm with Sparsity Constraint for hyperspectral unmixing

2010 IEEE International Conference on Image Processing ◽

10.1109/icip.2010.5654290 ◽

2010 ◽

Cited By ~ 3

Author(s):

Sen Jia ◽

Yuntao Qian ◽

Jiming Li ◽

Yan Li ◽

Zhong Ming

Keyword(s):

Least Squares ◽

Alternating Least Squares ◽

Hyperspectral Unmixing ◽

Alternating Least Squares Algorithm ◽

Sparsity Constraint ◽

Least Squares Algorithm