Subspace clustering via stacked independent subspace analysis networks with sparse prior information

Pattern Recognition Letters ◽

10.1016/j.patrec.2021.03.026 ◽

2021 ◽

Vol 146 ◽

pp. 165-171

Author(s):

Zongze Wu ◽

Chunchen Su ◽

Ming Yin ◽

Zhigang Ren ◽

Shengli Xie

Keyword(s):

Prior Information ◽

Subspace Clustering ◽

Subspace Analysis ◽

Sparse Prior ◽

Independent Subspace Analysis

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Independent subspace analysis with prior information for fMRI data

2010 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2010.5495320 ◽

2010 ◽

Author(s):

Sai Ma ◽

Xi-Lin Li ◽

Nicolle M. Correa ◽

Tulay Adali ◽

Vince D. Calhoun

Keyword(s):

Prior Information ◽

Fmri Data ◽

Subspace Analysis ◽

Independent Subspace Analysis

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Subspace clustering via independent subspace analysis network

2017 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2017.8297077 ◽

2017 ◽

Author(s):

Chunchen Su ◽

Zongze Wu ◽

Ming Yin ◽

KaiXin Li ◽

Weijun Sun

Keyword(s):

Subspace Clustering ◽

Subspace Analysis ◽

Independent Subspace Analysis

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Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis

CVPR 2011 ◽

10.1109/cvpr.2011.5995496 ◽

2011 ◽

Author(s):

Quoc V. Le ◽

Will Y. Zou ◽

Serena Y. Yeung ◽

Andrew Y. Ng

Keyword(s):

Action Recognition ◽

Subspace Analysis ◽

Temporal Features ◽

Spatio Temporal ◽

Independent Subspace Analysis

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Using independent subspace analysis to build independent spectral representations of images

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. ◽

10.1109/ijcnn.2005.1556163 ◽

2006 ◽

Author(s):

C.S. Santos ◽

J.E. Kogler ◽

E. Del Moral Hemandez

Keyword(s):

Subspace Analysis ◽

Spectral Representations ◽

Independent Subspace Analysis

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Joint Independent Subspace Analysis: Uniqueness and Identifiability

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2018.2880714 ◽

2019 ◽

Vol 67 (3) ◽

pp. 684-699 ◽

Author(s):

Dana Lahat ◽

Christian Jutten

Keyword(s):

Subspace Analysis ◽

Independent Subspace Analysis

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Joint Independent Subspace Analysis by Coupled Block Decomposition: Non-Identifiable Cases

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2018.8461358 ◽

2018 ◽

Author(s):

Dana Lahat ◽

Christian Jutten

Keyword(s):

Block Decomposition ◽

Subspace Analysis ◽

Independent Subspace Analysis

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Towards a general independent subspace analysis

Advances in Neural Information Processing Systems 19 ◽

10.7551/mitpress/7503.003.0175 ◽

2007 ◽

Keyword(s):

Subspace Analysis ◽

Independent Subspace Analysis

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Tensor-Based Low-Rank and Sparse Prior Information Constraints for Hyperspectral Image Denoising

IEEE Access ◽

10.1109/access.2020.2996303 ◽

2020 ◽

Vol 8 ◽

pp. 102935-102946

Author(s):

Guxi Wang ◽

Hongwei Han ◽

Emmanuel John M. Carranza ◽

Si Guo ◽

Ke Guo ◽

...

Keyword(s):

Image Denoising ◽

Prior Information ◽

Hyperspectral Image ◽

Low Rank ◽

Information Constraints ◽

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Uncalibrated Non-Rigid Factorisation by Independent Subspace Analysis

2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) ◽

10.1109/iccvw.2019.00070 ◽

2019 ◽

Author(s):

Sami Sebastian Brandt ◽

Hanno Ackermann ◽

Stella Grasshof

Keyword(s):

Subspace Analysis ◽

Independent Subspace Analysis

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Ideal Binocular Disparity Detectors Learned Using Independent Subspace Analysis on Binocular Natural Image Pairs

PLoS ONE ◽

10.1371/journal.pone.0150117 ◽

2016 ◽

Vol 11 (3) ◽

pp. e0150117 ◽

Author(s):

David W. Hunter ◽

Paul B. Hibbard

Keyword(s):

Binocular Disparity ◽

Natural Image ◽

Subspace Analysis ◽

Image Pairs ◽

Independent Subspace Analysis

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