Multidimensional signal processing using lower-rank tensor approximation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 3, Issue , 2003, Pages 457-460

  Muti, Damien ^a   Bourennane, Salah ^a  

^a AIX MARSEILLE UNIVERSITÉ   (France)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COLOR IMAGE PROCESSING; DATA REDUCTION; TENSORS;

TENSOR APPROXIMATION;

SIGNAL PROCESSING;

EID: 0141452293     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

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3. D. Muti and S. Bourennane, "Fast optimal lower-rank tensor approximation," in IEEE International Symposium on Signal Processing and Information Technology, Marrakesh, Morocco, Dec. 18-21, 2002.
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5. N)," SIAM J. Matrix Anal. Appl., vol. 21, pp. 1324-1342, april 2000.
6. E. Kofidis and P.A. Regalia, "On the best rank-1 approximation of higher-order supersymetric tensors," SIAM J. Matrix Anal. Appl., vol. 23, no. 3, pp. 863-884, march 2002.
7. P.M. Kroonenberg and J. De Leeuw, "Principal Component Analysis of three-mode data by means of alternating least squares algorithms," Psychometrika, vol. 45, pp. 69-97, 1980.
8. T. Zhang and G.H. Golub, "Rank-one approximation to high order tensor," SIAM J. Matrix Anal. Appl., vol. 23, no. 2, pp. 534-550, November 2001.