Hyperspectral Image Restoration Using Low-Rank Representation on Spectral Difference Image

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2701805 ◽

2017 ◽

Vol 14 (7) ◽

pp. 1151-1155 ◽

Author(s):

Le Sun ◽

Byeungwoo Jeon ◽

Yuhui Zheng ◽

Zebin Wu

Keyword(s):

Image Restoration ◽

Hyperspectral Image ◽

Low Rank ◽

Spectral Difference ◽

Difference Image ◽

Low Rank Representation

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Hyperspectral image restoration via weighted Schatten norm low-rank representation

Optics and Precision Engineering ◽

10.3788/ope.20192702.0421 ◽

2019 ◽

Vol 27 (2) ◽

pp. 421-432

Author(s):

张倩颖 ZHANG Qian-ying ◽

谢晓振 XIE Xiao-zhen

Keyword(s):

Image Restoration ◽

Hyperspectral Image ◽

Low Rank ◽

Low Rank Representation

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Constrainted Subspace Low-Rank Representation with Spatial-Spectral Total Variation for Hyperspectral Image Restoration

Intelligence Science and Big Data Engineering. Visual Data Engineering - Lecture Notes in Computer Science ◽

10.1007/978-3-030-36189-1_4 ◽

2019 ◽

pp. 46-57

Author(s):

Jun Ye ◽

Xian Zhang

Keyword(s):

Image Restoration ◽

Total Variation ◽

Hyperspectral Image ◽

Low Rank ◽

Low Rank Representation

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Spectral-Difference Low-Rank Representation Learning for Hyperspectral Anomaly Detection

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3046727 ◽

2021 ◽

pp. 1-14

Author(s):

Xiangrong Zhang ◽

Xiaoxiao Ma ◽

Ning Huyan ◽

Jing Gu ◽

Xu Tang ◽

...

Keyword(s):

Anomaly Detection ◽

Representation Learning ◽

Low Rank ◽

Spectral Difference ◽

Low Rank Representation

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Hyperspectral Image Reconstruction by Latent Low-Rank Representation for Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2018.2844555 ◽

2018 ◽

Vol 15 (9) ◽

pp. 1422-1426 ◽

Author(s):

Lei Pan ◽

Heng-Chao Li ◽

Yong-Jian Sun ◽

Qian Du

Keyword(s):

Image Reconstruction ◽

Hyperspectral Image ◽

Low Rank ◽

Low Rank Representation

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Enhancing Reweighted Low-Rank Representation for Hyperspectral Image Unmixing

10.1109/igarss47720.2021.9554252 ◽

2021 ◽

Author(s):

Wu-Chao Di ◽

Jie Huang ◽

Jin-Ju Wang ◽

Ting-Zhu Huang

Keyword(s):

Hyperspectral Image ◽

Low Rank ◽

Low Rank Representation

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Locality constrained low-rank representation for hyperspectral image classification

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2016.7729122 ◽

2016 ◽

Author(s):

Lei Pan ◽

Heng-Chao Li ◽

Xiang-Dong Chen

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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Hyperspectral image denoising based on low-rank representation and superpixel segmentation

2016 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2016.7532927 ◽

2016 ◽

Author(s):

Jiayi Ma ◽

Chang Li ◽

Yong Ma ◽

Zhongyuan Wang

Keyword(s):

Image Denoising ◽

Hyperspectral Image ◽

Low Rank ◽

Superpixel Segmentation ◽

Low Rank Representation

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An Improved Hyperspectral Image Anomaly Detection Algorithm using Low-Rank Representation

10.1145/3487075.3487170 ◽

2021 ◽

Author(s):

Dongying Bai ◽

Dongli Tang ◽

Hailin Tian ◽

Zhaozhan Li

Keyword(s):

Anomaly Detection ◽

Hyperspectral Image ◽

Detection Algorithm ◽

Low Rank ◽

Low Rank Representation

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Hyperspectral Image Denoising Based on Subspace Low Rank Representation

Communications in Computer and Information Science - Geo-Spatial Knowledge and Intelligence ◽

10.1007/978-981-10-3969-0_7 ◽

2017 ◽

pp. 51-59 ◽

Author(s):

Mengdi Wang ◽

Jing Yu ◽

Lijuan Niu ◽

Weidong Sun

Keyword(s):

Image Denoising ◽

Hyperspectral Image ◽

Low Rank ◽

Low Rank Representation

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An Efficient Method of Hyperspectral Image Dimension Reduction Based on Low Rank Representation and Locally Linear Embedding

Integrated Ferroelectrics ◽

10.1080/10584587.2020.1728626 ◽

2020 ◽

Vol 208 (1) ◽

pp. 206-214

Author(s):

Jiqiang Luo ◽

Tingfa Xu ◽

Teng Pan ◽

Weidong Sun

Keyword(s):

Dimension Reduction ◽

Efficient Method ◽

Hyperspectral Image ◽

Low Rank ◽

Locally Linear Embedding ◽

Image Dimension ◽

Low Rank Representation ◽

Linear Embedding ◽

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