Stable third-order tensor representation for colour image classification

Proceedings - 2005 IEEE/WIC/ACM InternationalConference on Web Intelligence, WI 2005

Volumn 2005, Issue , 2005, Pages 641-644

  Tao, Dacheng ^a   Maybank, Steve ^a   Hu, Weiming ^b   Li, Xuelong ^a  

^a UNIVERSITY OF LONDON   (United Kingdom)

^b INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COLOUR IMAGE CLASSIFICATION; RANDOM SUBSPACE METHOD; TENSOR MINIMAX PROBABILITY (TMPM);

CLASSIFICATION (OF INFORMATION); FEATURE EXTRACTION; IMAGE ANALYSIS; PROBLEM SOLVING; TENSORS;

IMAGE SEGMENTATION;

EID: 33748875681     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WI.2005.136     Document Type: Conference Paper

References (14)

1. M. A. Turk and A. P. Pentland, "Face recognition using eigenfaces", CVPR, pp. 586-591, 1991.
2. J. Li, J. Z. Wang, "Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach", IEEE Trans. on PAMI. vol.25, no.9, pp.1075-1088, 2003.
3. L. Itti, C. Koch and E. Niebur, "A Model of Saliency-Based Visual Attention for Rapid Scene Analysis", IEEE Trans. on PAMI, vol. 20, no. 11, pp. 1254-1259, 1998.
4. S. Sarkar, P. Jonathon Phillips, Z. Liu, I. Robledo, P. Grother, and K. W. Bowyer, "The Human ID Gait Challenge Problem: Data Sets, Performance, and Analysis", In Submitting to IEEE Trans. on PAMI.
5. S. F. Chang, "The Holy Grail of Content-Based Media Analysis", IEEE Multimedia Magazine, vol. 9, 2002.
6. R. Bellman, "Adaptive Control Processes: A Guided Tour", Princeton University Press, 1960.
7. G. Lanckriet, L. Ghaoui, C. Bhattacharyya, and M. Jordan, "A Robust Minimax Approach to Classification", JMLR, vol. 3, pp. 555-582, 2002.
8. A. Marshall, and I. Olkin, "Multivariate Chebyshev inequalities", Annals of Mathematical Statistics, 1960.
9. J. Z. Wang, J. Li and G, Wiederhold, "SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture Libraries", IEEE Trans. on PAMI., vol. 23, no. 9, 2001.
10. L. Itti, C. Koch and E. Niebur, "A Model of Saliency-Based Visual Attention for Rapid Scene Analysis", IEEE Trans. on PAMI, vol. 20, no. 11, pp. 1254-1259, 1998.
11. A. M. Treisman and G. Gelade, "A Feature-Integration Theory of Attention", Cognitive Psychology, vol 12, no. 1, pp. 97-136, Jan 1980.
12. E. Bingham and H. Mannila, "Random Projection in Dimensionality Reduction: Applications to Image and Text Data," In Proceedings of ACM SIGKDD 2001.
13. S. Dasgupta, A. Gupta, "An elementary proof of the Johnson-Lindenstrauss lemma," Technical Report 99-006, UC Berkeley, March 1999.
14. T. K. Ho, "The Random Subspace Method for Constructing Decision Forests," IEEE Trans. on PAMI.1998.