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COUPLED RANK-(Lm, Ln, ∙) BLOCK TERM DECOMPOSITION BY COUPLED BLOCK SIMULTANEOUS GENERALIZED SCHUR DECOMPOSITION

Abstract: 

Coupled decompositions of multiple tensors are fundamental tools for multi-set data fusion. In this paper, we introduce a coupled version of the rank-(Lm, Ln, ·) block term decomposition (BTD), applicable to joint independent
subspace analysis. We propose two algorithms for its computation based on a coupled block simultaneous generalized Schur decomposition scheme. Numerical results are given to show the performance of the proposed algorithms.

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Paper Details

Authors:
Xiao-Feng Gong, Qiu-Hua Lin, Otto Debals, Nico Vervliet, Lieven De Lathauwer
Submitted On:
22 March 2016 - 3:28am
Short Link:
Type:
Poster
Event:
Presenter's Name:
Gong Xiao Feng
Paper Code:
MLSP-P4.10
Document Year:
2016
Cite

Document Files

ICASSP2016-POSTER_GONGXIAOFENG.pdf

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[1] Xiao-Feng Gong, Qiu-Hua Lin, Otto Debals, Nico Vervliet, Lieven De Lathauwer, "COUPLED RANK-(Lm, Ln, ∙) BLOCK TERM DECOMPOSITION BY COUPLED BLOCK SIMULTANEOUS GENERALIZED SCHUR DECOMPOSITION", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/959. Accessed: Oct. 18, 2019.
@article{959-16,
url = {http://sigport.org/959},
author = {Xiao-Feng Gong; Qiu-Hua Lin; Otto Debals; Nico Vervliet; Lieven De Lathauwer },
publisher = {IEEE SigPort},
title = {COUPLED RANK-(Lm, Ln, ∙) BLOCK TERM DECOMPOSITION BY COUPLED BLOCK SIMULTANEOUS GENERALIZED SCHUR DECOMPOSITION},
year = {2016} }
TY - EJOUR
T1 - COUPLED RANK-(Lm, Ln, ∙) BLOCK TERM DECOMPOSITION BY COUPLED BLOCK SIMULTANEOUS GENERALIZED SCHUR DECOMPOSITION
AU - Xiao-Feng Gong; Qiu-Hua Lin; Otto Debals; Nico Vervliet; Lieven De Lathauwer
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/959
ER -
Xiao-Feng Gong, Qiu-Hua Lin, Otto Debals, Nico Vervliet, Lieven De Lathauwer. (2016). COUPLED RANK-(Lm, Ln, ∙) BLOCK TERM DECOMPOSITION BY COUPLED BLOCK SIMULTANEOUS GENERALIZED SCHUR DECOMPOSITION. IEEE SigPort. http://sigport.org/959
Xiao-Feng Gong, Qiu-Hua Lin, Otto Debals, Nico Vervliet, Lieven De Lathauwer, 2016. COUPLED RANK-(Lm, Ln, ∙) BLOCK TERM DECOMPOSITION BY COUPLED BLOCK SIMULTANEOUS GENERALIZED SCHUR DECOMPOSITION. Available at: http://sigport.org/959.
Xiao-Feng Gong, Qiu-Hua Lin, Otto Debals, Nico Vervliet, Lieven De Lathauwer. (2016). "COUPLED RANK-(Lm, Ln, ∙) BLOCK TERM DECOMPOSITION BY COUPLED BLOCK SIMULTANEOUS GENERALIZED SCHUR DECOMPOSITION." Web.
1. Xiao-Feng Gong, Qiu-Hua Lin, Otto Debals, Nico Vervliet, Lieven De Lathauwer. COUPLED RANK-(Lm, Ln, ∙) BLOCK TERM DECOMPOSITION BY COUPLED BLOCK SIMULTANEOUS GENERALIZED SCHUR DECOMPOSITION [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/959