Multilinear (Tensor) ICA and dimensionality reduction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4666 LNCS, Issue , 2007, Pages 818-826

  Vasilescu, M Alex O ^a,c   Terzopoulos, Demetri ^b,c  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATION THEORY; IMAGE PROCESSING; PROBLEM SOLVING;

DIMENSIONALITY REDUCTION; MULTIFACTOR SUBSPACE ANALYSIS;

INDEPENDENT COMPONENT ANALYSIS;

EID: 38149103526     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74494-8_102     Document Type: Conference Paper

References (10)

1. Sirovich, L., Kirby, M.: Low dimensional procedure for the characterization of human faces. Journal of the Optical Society of America A. 4, 519-524 (1987)
2. Comon, P.: Independent component analysis, a new concept? Signal Processing 36, 287-314 (1994)
3. Hyvärinen, A., Karhunen, J., Oja, E.: Independent Component Analysis. Wiley, Chichester (2001)
4. Bartlett, M.: Face Image Analysis by Unsupervised Learning. Kluwer, Boston (2001)
5. Vasilescu, M., Terzopoulos, D.: Multilinear analysis for facial image recognition. In: Proc. Int. Conf. on Pattern Recognition. Quebec City, vol. 2, pp. 511-514 (2002)
6. Cardoso, J.F., Comon, P.: Tensor-based independent component analysis. Signal Processing V: Theories and Applications 5, 673-676 (1990)
7. De Lathauwer, L., De Moor, B., Vandewalle, J.: Independent component analysis and (simultaneous) third-order tensor diagonalization. IEEE Trans. Signal Processing 49(10), 2262-2271 (2001)
8. Tucker, L.R.: Some mathematical notes on three-mode factor analysis. Psychometrika 31, 279-311 (1966)
9. De Lathauwer, L., De Moor, B., Vandewalle, J.: A multilinear singular value decomposition. SIAM J. Matrix Anal. Appl. 21(4), 1253-1278 (2000)
10. Blanz, V., Vetter, T.: A morphable model for the synthesis of 3D faces. In: SIGGRAPH 99 Conference Proceedings, ACM SIGGRAPH, pp. 187-194 (1999)