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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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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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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Proportion Estimation of Urban Mixed Scenes Based on Nonnegative Matrix Factorization for High Spatial Resolution Remote Sensing Images

10.1109/igarss47720.2021.9553421 ◽

2021 ◽

Author(s):

Jiale Chen ◽

Qiqi Zhu ◽

Xiongli Sun ◽

Qingfeng Guan

Keyword(s):

Remote Sensing ◽

Spatial Resolution ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

High Spatial Resolution ◽

Nonnegative Matrix ◽

Remote Sensing Images ◽

Proportion Estimation

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Cloud removal in remote sensing images using nonnegative matrix factorization and error correction

ISPRS Journal of Photogrammetry and Remote Sensing ◽

10.1016/j.isprsjprs.2018.12.013 ◽

2019 ◽

Vol 148 ◽

pp. 103-113 ◽

Author(s):

Xinghua Li ◽

Liyuan Wang ◽

Qing Cheng ◽

Penghai Wu ◽

Wenxia Gan ◽

...

Keyword(s):

Remote Sensing ◽

Error Correction ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Images ◽

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Linear spectral unmixing-based method including extended nonnegative matrix factorization for pan-sharpening multispectral remote sensing images

10.1117/12.2028100 ◽

2013 ◽

Author(s):

Moussa Sofiane Karoui

Keyword(s):

Remote Sensing ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Spectral Unmixing ◽

Remote Sensing Images ◽

Multispectral Remote Sensing ◽

Linear Spectral Unmixing

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Proportion Estimation for Urban Mixed Scenes Based on Nonnegative Matrix Factorization for High-Spatial Resolution Remote Sensing Images

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2021.3119988 ◽

2021 ◽

pp. 1-1

Author(s):

Qiqi Zhu ◽

Jiale Chen ◽

Linlin Wang ◽

Qingfeng Guan

Keyword(s):

Remote Sensing ◽

Spatial Resolution ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

High Spatial Resolution ◽

Nonnegative Matrix ◽

Remote Sensing Images ◽

Proportion Estimation

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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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Multi-sharpening hyperspectral remote sensing data by Multiplicative Joint-Criterion Linear-Quadratic Nonnegative Matrix Factorization

2017 IEEE International Workshop of Electronics, Control, Measurement, Signals and their Application to Mechatronics (ECMSM) ◽

10.1109/ecmsm.2017.7945884 ◽

2017 ◽

Author(s):

Fatima Zohra Benhalouche ◽

Moussa Sofiane Karoui ◽

Yannick Deville ◽

Issam Boukerch ◽

Abdelaziz Ouamri

Keyword(s):

Remote Sensing ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Data ◽

Hyperspectral Remote Sensing ◽

Linear Quadratic ◽

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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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A Remote Sensing Image Fusion Algorithm Based on Constrained Nonnegative Matrix Factorization

2008 Congress on Image and Signal Processing ◽

10.1109/cisp.2008.147 ◽

2008 ◽

Author(s):

Zhongni Wang ◽

Xianchuan Yu ◽

Libao Zhang

Keyword(s):

Remote Sensing ◽

Image Fusion ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Image ◽

Fusion Algorithm ◽

Remote Sensing Image Fusion

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