Multilinear projection for appearance-based recognition in the tensor framework

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2007, Pages

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

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPEARANCE-BASED RECOGNITION; MULTILINEAR PROJECTION;

ALGEBRA; ARTIFICIAL INTELLIGENCE; BOOLEAN FUNCTIONS; COMPUTER NETWORKS; COMPUTER VISION; IMAGE PROCESSING; IMAGE RECOGNITION; IMAGE SEGMENTATION; LABELING; LABELS; LINEAR ALGEBRA; OBJECT RECOGNITION;

MATRIX ALGEBRA;

EID: 50649092693     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2007.4409067     Document Type: Conference Paper

References (11)

1. V. Blanz and T. Vetter. Morphable model for the synthesis of 3D faces. In SIGGRAPH 99 Conference Proceedings, pages 187-194. ACM SIGGRAPH, 1999.
2. L. de Lathauwer, B. de Moor, and J. Vandewalle. A multilinear singular value decomposition. SIAM Journal of Matrix Analysis and Applications, 21(4):1253-1278, 2000.
3. L. de Lathauwer, B. de Moor, and J. Vandewalle. On the best rank-1 and rank-(R1,R2, . . . , Rn) approximation of higherorder tensors. SIAM Journal of Matrix Analysis and Applications, 21(4):1324-1342, 2000.
4. A. Kapteyn, H. Neudecker, and T. Wansbeek. An approach to n-mode component analysis. Psychometrika, 51(2):269-275, June 1986.
5. P. Kroonenberg and J. de Leeuw. Principal component analysis of three-mode data by means of alternating least squares algorithms. Psychometrika, 45:69-97, 1980.
6. J. B. Kruskal. Rank, decomposition, and uniqueness for 3-way and n-way arrays. In R. Coppi and S. Bolasco, editors, Multiway Data Analysis, pages 7-18, Amsterdam, 1989. North-Holland.
7. L. R. Tucker. Some mathematical notes on three-mode factor analysis. Psychometrika, 31:279-311, 1966.
8. M. Vasilescu and D. Terzopoulos. Multilinear analysis for facial image recognition. In Proc. Int. Conf. on Pattern Recognition (ICPR 2002), volume 2, pages 511-514, Quebec City, August 2002.
9. M. Vasilescu and D. Terzopoulos. Multilinear analysis of image ensembles: TensorFaces. In Proc. European Conf. on Computer Vision (ECCV 2002), pages 447-460, Copenhagen, Denmark, May 2002.
10. M. Vasilescu and D. Terzopoulos. Multilinear subspace analysis of image ensembles. In Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2003), volume II, pages 93-99, Madison, WI, 2003.
11. M. Vasilescu and D. Terzopoulos. Multilinear independent components analysis. In Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2005), volume I, pages 547-553, San Diego, CA, 2005.