Multi-Objective Sparse Subspace Clustering for Hyperspectral Imagery

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2947253 ◽

2020 ◽

Vol 58 (4) ◽

pp. 2290-2307

Author(s):

Yuting Wan ◽

Yanfei Zhong ◽

Ailong Ma ◽

Liangpei Zhang

Keyword(s):

Hyperspectral Imagery ◽

Subspace Clustering ◽

Multi Objective ◽

Sparse Subspace Clustering

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Similarity Matrix Construction Methods in Sparse Subspace Clustering Algorithm for Hyperspectral Imagery Clustering

Intelligent Computing Theories and Application - Lecture Notes in Computer Science ◽

10.1007/978-3-319-63309-1_61 ◽

2017 ◽

pp. 695-700

Author(s):

Qing Yan ◽

Yun Ding ◽

Jing-Jing Zhang ◽

Li-Na Xun ◽

Chun-Hou Zheng

Keyword(s):

Clustering Algorithm ◽

Hyperspectral Imagery ◽

Subspace Clustering ◽

Similarity Matrix ◽

Construction Methods ◽

Sparse Subspace Clustering ◽

Matrix Construction

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L0-Motivated Low Rank Sparse Subspace Clustering for Hyperspectral Imagery

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9324155 ◽

2020 ◽

Author(s):

Long Tian ◽

Qian Du ◽

Ivica Kopriva

Keyword(s):

Hyperspectral Imagery ◽

Subspace Clustering ◽

Low Rank ◽

Sparse Subspace Clustering

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Band Selection Using Improved Sparse Subspace Clustering for Hyperspectral Imagery Classification

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

10.1109/jstars.2015.2417156 ◽

2015 ◽

Vol 8 (6) ◽

pp. 2784-2797 ◽

Author(s):

Weiwei Sun ◽

Liangpei Zhang ◽

Bo Du ◽

Weiyue Li ◽

Yenming Mark Lai

Keyword(s):

Hyperspectral Imagery ◽

Subspace Clustering ◽

Band Selection ◽

Sparse Subspace Clustering

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A discriminated similarity matrix construction based on sparse subspace clustering algorithm for hyperspectral imagery

Cognitive Systems Research ◽

10.1016/j.cogsys.2018.01.003 ◽

2019 ◽

Vol 53 ◽

pp. 98-110 ◽

Author(s):

Qing Yan ◽

Yun Ding ◽

Jing-Jing Zhang ◽

Yi Xia ◽

Chun-Hou Zheng

Keyword(s):

Clustering Algorithm ◽

Hyperspectral Imagery ◽

Subspace Clustering ◽

Similarity Matrix ◽

Sparse Subspace Clustering ◽

Matrix Construction

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Enhanced Sparse Subspace Clustering by Manifold Regularization for Hyperspectral Image

Proceedings of the 2019 International Conference on Artificial Intelligence and Computer Science - AICS 2019 ◽

10.1145/3349341.3349449 ◽

2019 ◽

Author(s):

Tongxu Zhou ◽

Jipan Yang ◽

Lu Liang

Keyword(s):

Hyperspectral Image ◽

Subspace Clustering ◽

Manifold Regularization ◽

Sparse Subspace Clustering

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Unsupervised Classification of PolSAR Imagery via Kernel Sparse Subspace Clustering

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2016.2593098 ◽

2016 ◽

Vol 13 (10) ◽

pp. 1487-1491 ◽

Author(s):

Hui Song ◽

Wen Yang ◽

Neng Zhong ◽

Xin Xu

Keyword(s):

Subspace Clustering ◽

Unsupervised Classification ◽

Sparse Subspace Clustering

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Block Diagonal Sparse Subspace Clustering

10.1109/wcsp52459.2021.9613158 ◽

2021 ◽

Author(s):

Lili Fan ◽

Guifu Lu ◽

Yong Wang ◽

Tao Liu

Keyword(s):

Subspace Clustering ◽

Sparse Subspace Clustering ◽

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Improved Sample Complexity in Sparse Subspace Clustering with Noisy and Missing Observations

Mathematical Theories of Machine Learning - Theory and Applications ◽

10.1007/978-3-030-17076-9_9 ◽

2019 ◽

pp. 89-101

Author(s):

Bin Shi ◽

S. S. Iyengar

Keyword(s):

Subspace Clustering ◽

Missing Observations ◽

Sample Complexity ◽

Sparse Subspace Clustering

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Towards Weakly Pareto Optimal: An Improved Multi-Objective Based Band Selection Method for Hyperspectral Imagery

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

10.1109/igarss.2018.8517616 ◽

2018 ◽

Author(s):

Bin Pan ◽

Liming Wang ◽

Xia Xu ◽

Zhenwei Shi

Keyword(s):

Hyperspectral Imagery ◽

Selection Method ◽

Band Selection ◽

Pareto Optimal ◽

Multi Objective

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Accelerating Deep Convnets via Sparse Subspace Clustering

Lecture Notes in Computer Science - Image and Graphics ◽

10.1007/978-3-030-34110-7_50 ◽

2019 ◽

pp. 595-606

Author(s):

Dong Wang ◽

Shengge Shi ◽

Xiao Bai ◽

Xueni Zhang

Keyword(s):

Subspace Clustering ◽

Sparse Subspace Clustering

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