Constrained Nonnegative Matrix Factorization For Hyperspectral Change Detection

2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) ◽

10.1109/m2garss47143.2020.9105146 ◽

2020 ◽

Author(s):

Alp Erturk

Keyword(s):

Change Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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Deep nonsmooth nonnegative matrix factorization network with semi-supervised learning for SAR image change detection

ISPRS Journal of Photogrammetry and Remote Sensing ◽

10.1016/j.isprsjprs.2019.12.002 ◽

2020 ◽

Vol 160 ◽

pp. 167-179

Author(s):

Heng-Chao Li ◽

Gang Yang ◽

Wen Yang ◽

Qian Du ◽

William J. Emery

Keyword(s):

Change Detection ◽

Supervised Learning ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Sar Image ◽

Image Change Detection

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Change Detection of Remote Sensing Images based on Weighted Nonnegative Matrix Factorization

2019 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp) ◽

10.1109/multi-temp.2019.8866946 ◽

2019 ◽

Author(s):

Hui Wu ◽

Heng-Chao Lit ◽

Gang Yang ◽

Wen Yang

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Images

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Constrained Nonnegative Matrix Factorization for Hyperspectral Change Detection

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8898805 ◽

2019 ◽

Author(s):

Alp Erturk

Keyword(s):

Change Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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Unsupervised change detection of remote sensing images based on semi-nonnegative matrix factorization

2014 IEEE Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2014.6946669 ◽

2014 ◽

Author(s):

Heng-Chao Li ◽

Nathan Longbotham ◽

William J. Emery

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Images

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Deep Semi-Nonnegative Matrix Factorization Based Unsupervised Change Detection of Remote Sensing Images

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

10.1109/igarss.2018.8519082 ◽

2018 ◽

Author(s):

Gang Yang ◽

Heng-Chao Li ◽

Wen Yang ◽

William J. Emery

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Images

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Nonnegative Matrix Factorization and Document Classification

10.15368/theses.2015.110 ◽

2015 ◽

Author(s):

Stephen Calabrese

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Document Classification

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Hyperspectral Unmixing with Rare Endmembers via Minimax Nonnegative Matrix Factorization

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287456 ◽

2021 ◽

Author(s):

Timothy Marrinan ◽

Nicolas Gillis

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Hyperspectral Unmixing

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Group Nonnegative Matrix Factorization with Sparse Regularization in Multi-set Data

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287756 ◽

2021 ◽

Author(s):

Xiulin Wang ◽

Wenya Liu ◽

Fengyu Cong ◽

Tapani Ristaniemi

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Sparse Regularization

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A new method on class-of-interest oriented spectral unmixing based on nonnegative matrix factorization

Remote Sensing and Smart City ◽

10.2495/rssc140401 ◽

2014 ◽

Author(s):

L.G. Wang ◽

Z.J. Zhao ◽

S.Y. Hao

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Spectral Unmixing ◽

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Weighted Nonnegative Matrix Factorization for Image Inpainting and Clustering

International Journal of Computational Intelligence Systems ◽

10.2991/ijcis.d.200527.003 ◽

2020 ◽

Author(s):

Xiangguang Dai ◽

Nian Zhang ◽

Keke Zhang ◽

Jiang Xiong

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Image Inpainting

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