Multidataset Independent Subspace Analysis With Application to Multimodal Fusion

IEEE Transactions on Image Processing ◽

10.1109/tip.2020.3028452 ◽

2021 ◽

Vol 30 ◽

pp. 588-602

Author(s):

Rogers F. Silva ◽

Sergey M. Plis ◽

Tulay Adali ◽

Marios S. Pattichis ◽

Vince D. Calhoun

Keyword(s):

Multimodal Fusion ◽

Subspace Analysis ◽

Independent Subspace Analysis

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

Separation theorem for independent subspace analysis and its consequences

Pattern Recognition ◽

10.1016/j.patcog.2011.09.007 ◽

2012 ◽

Vol 45 (4) ◽

pp. 1782-1791 ◽

Author(s):

Zoltán Szabó ◽

Barnabás Póczos ◽

András Lőrincz

Keyword(s):

Separation Theorem ◽

Subspace Analysis ◽

Independent Subspace Analysis

Download Full-text

Independent Subspace Analysis on Innovations

Machine Learning: ECML 2005 - Lecture Notes in Computer Science ◽

10.1007/11564096_71 ◽

2005 ◽

pp. 698-706 ◽

Author(s):

Barnabás Póczos ◽

Bálint Takács ◽

András Lőrincz

Keyword(s):

Subspace Analysis ◽

Independent Subspace Analysis

Download Full-text

Joint Independent Subspace Analysis: A Quasi-Newton Algorithm

Latent Variable Analysis and Signal Separation - Lecture Notes in Computer Science ◽

10.1007/978-3-319-22482-4_13 ◽

2015 ◽

pp. 111-118 ◽

Author(s):

Dana Lahat ◽

Christian Jutten

Keyword(s):

Subspace Analysis ◽

Newton Algorithm ◽

Quasi Newton ◽

Independent Subspace Analysis

Download Full-text