Car/non-car classification in an informative sample subspace

Proceedings - International Conference on Pattern Recognition

Volumn 2, Issue , 2006, Pages 962-965

  Fang, Jianzhong ^a   Qiu, Guoping ^a  

^a UNIVERSITY OF NOTTINGHAM   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

DATA CLASSIFICATION; DATA SETS;

COMPUTATIONAL METHODS; DATA REDUCTION; DATA STRUCTURES; INFORMATION ANALYSIS; SUPPORT VECTOR MACHINES;

PATTERN RECOGNITION;

EID: 34047216375     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.356     Document Type: Conference Paper

References (10)

1. S. Agarwal and D. Roth, "Learning a sparse representation for object detection", In Proc. ECCV2002, pages 113-130
2. H. Schneiderman and T. Kanade, "A histogram-based method for detection of faces and cars", Proceedings ICIP 2000, International Conference on Image Processing, 2000
3. M. Vidal-Naquet, S. Ullman, "Object recognition with informative features and linear classification", ICCV 2003, Nice, France
4. J. Fang and G Qiu, "Learning an Information Theoretic Transform for Object Detection", in ICIAR'2004, Image Analysis and Recognition, A. Campilho and M. Kamel (Eds), Springer, LNCS 3211, 503-510
5. http://12r.cs.uiuc.edu/~cogcomp/Data/Car
6. R. M. Fano, Transmission of Information: A Statistical Theory of Communications, MIT Press, Cambridge, MA, 1961.
7. J. W. Fisher III and J. C. Principe, "A methodology for information theoretic feature extraction", World Cogress on Computational Intelligence, March 1998
8. T. Butz, J. P. Thiran, "Multi-modal signal processing: an information theoretical framework". Tech. Rep. 02.01, Signal Processing Institute (ITS), Swiss Federal Institute of Tech- nology (EPFL), 2002.
9. Information omitted for blind review, Proc. ICPR'2004
10. C. Burges, "A Tutorial on Support Vector Machines for Pattern Recognition", Data Mining and Knowledge Discovery 2(2), pp. 121-167, 1998