Low-rank matrix decomposition with a spectral-spatial regularization for change detection in hyperspectral imagery

2017 International Workshop on Remote Sensing with Intelligent Processing (RSIP) ◽

10.1109/rsip.2017.7958816 ◽

2017 ◽

Author(s):

Zhao Chen ◽

Muhammad Sohail ◽

Bin Wang

Keyword(s):

Change Detection ◽

Hyperspectral Imagery ◽

Matrix Decomposition ◽

Low Rank ◽

Rank Matrix ◽

Low Rank Matrix ◽

Spatial Regularization

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Change detection in hyperspectral imagery based on spectrally-spatially regularized low-rank matrix decomposition

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8126918 ◽

2017 ◽

Author(s):

Zhao Chen ◽

Bin Yang ◽

Bin Wang ◽

Guohua Liu ◽

Wei Xia

Keyword(s):

Change Detection ◽

Hyperspectral Imagery ◽

Matrix Decomposition ◽

Low Rank ◽

Rank Matrix ◽

Low Rank Matrix

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SAR image change detection based on low rank matrix decomposition

2012 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2012.6352692 ◽

2012 ◽

Author(s):

Xiangrong Zhang ◽

Yaoguo Zheng ◽

Jie Feng ◽

Shuiping Gou

Keyword(s):

Change Detection ◽

Matrix Decomposition ◽

Low Rank ◽

Sar Image ◽

Rank Matrix ◽

Image Change Detection ◽

Low Rank Matrix

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Sparse and Low-Rank Matrix Decomposition for Automatic Target Detection in Hyperspectral Imagery

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2897635 ◽

2019 ◽

Vol 57 (8) ◽

pp. 5239-5251 ◽

Author(s):

Ahmad W. Bitar ◽

Loong-Fah Cheong ◽

Jean-Philippe Ovarlez

Keyword(s):

Target Detection ◽

Hyperspectral Imagery ◽

Matrix Decomposition ◽

Low Rank ◽

Automatic Target Detection ◽

Rank Matrix ◽

Low Rank Matrix

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Unsupervised change detection of satellite images using low rank matrix completion

Optics Letters ◽

10.1364/ol.38.005146 ◽

2013 ◽

Vol 38 (23) ◽

pp. 5146 ◽

Author(s):

Shibo Gao ◽

Yongmei Cheng ◽

Yongqiang Zhao

Keyword(s):

Change Detection ◽

Satellite Images ◽

Matrix Completion ◽

Low Rank ◽

Rank Matrix ◽

Low Rank Matrix Completion ◽

Low Rank Matrix

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Foreground Detection via Robust Low Rank Matrix Decomposition Including Spatio-Temporal Constraint

Computer Vision - ACCV 2012 Workshops - Lecture Notes in Computer Science ◽

10.1007/978-3-642-37410-4_28 ◽

2013 ◽

pp. 315-320 ◽

Author(s):

Charles Guyon ◽

Thierry Bouwmans ◽

El-Hadi Zahzah

Keyword(s):

Matrix Decomposition ◽

Low Rank ◽

Foreground Detection ◽

Temporal Constraint ◽

Rank Matrix ◽

Spatio Temporal ◽

Low Rank Matrix

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Hyperspectral Anomaly Detection via $S_{1/2}$ and Total Variation Low Rank Matrix Decomposition

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3096720 ◽

2021 ◽

pp. 1-5

Author(s):

Jingyu Wang ◽

Pengfei Huang ◽

Ke Zhang ◽

Qi Wang

Keyword(s):

Anomaly Detection ◽

Total Variation ◽

Matrix Decomposition ◽

Low Rank ◽

Rank Matrix ◽

Low Rank Matrix

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Single-Channel Speech Enhancement Based on Adaptive Low-Rank Matrix Decomposition

IEEE Access ◽

10.1109/access.2020.2975069 ◽

2020 ◽

Vol 8 ◽

pp. 37066-37076

Author(s):

Chao Li ◽

Ting Jiang ◽

Sheng Wu ◽

Jianxiao Xie

Keyword(s):

Speech Enhancement ◽

Single Channel ◽

Matrix Decomposition ◽

Low Rank ◽

Rank Matrix ◽

Low Rank Matrix

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A Novel Approach to Underwater De-Scattering Based on Sparse and Low-Rank Matrix Decomposition

2018 OCEANS - MTS/IEEE Kobe Techno-Oceans (OTO) ◽

10.1109/oceanskobe.2018.8559133 ◽

2018 ◽

Author(s):

Qin Jiang ◽

Guoyu Wang ◽

Benxing Gong ◽

Yibo Tan

Keyword(s):

Matrix Decomposition ◽

Low Rank ◽

Novel Approach ◽

Rank Matrix ◽

Low Rank Matrix

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Speech enhancement via low-rank matrix decomposition and image based masking

The 9th International Symposium on Chinese Spoken Language Processing ◽

10.1109/iscslp.2014.6936687 ◽

2014 ◽

Author(s):

Liyang Liu ◽

Zhaogui Ding ◽

Weifeng Li ◽

Longbiao Wang ◽

Qingmin Liao

Keyword(s):

Speech Enhancement ◽

Matrix Decomposition ◽

Low Rank ◽

Rank Matrix ◽

Low Rank Matrix

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Prior image constrained low-rank matrix decomposition method in limited-angle reverse helical cone-beam CT

Journal of X-Ray Science and Technology ◽

10.3233/xst-150526 ◽

2015 ◽

Vol 23 (6) ◽

pp. 759-772

Author(s):

Wu Dong ◽

Zeng Li ◽

Deng Xiang

Keyword(s):

Decomposition Method ◽

Cone Beam Ct ◽

Matrix Decomposition ◽

Low Rank ◽

Cone Beam ◽

Rank Matrix ◽

Low Rank Matrix ◽

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