A trainable similarity measure for image classification

Proceedings - International Conference on Pattern Recognition

Volumn 3, Issue , 2006, Pages 391-394

  Paclík, Pavel ^a   Novovičová, Jana ^b   Duin, Robert P W ^a  

^a DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b INSTITUTE OF INFORMATION THEORY AND AUTOMATION   (Czech Republic)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CORRELATION METHODS; IMAGE CLASSIFICATION; OBJECT RECOGNITION; PIXELS; SET THEORY;

ADABOOST ALGORITHM; OBJECT RECOGNITION PROBLEMS; OCCLUSIONS;

PROBLEM SOLVING;

EID: 34147181669     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.188     Document Type: Conference Paper

References (8)

1. R. P. W. Duin, D. de Ridder, and D. M. J. Tax. Experiments with object based discriminant functions; a featureless approach to pattern recognition. Pattern Recognition Letters, 18(11-13):1159-1166, 1997.
2. R. P. W. Duin, P. Juszczak, D. de Ridder, P. Pacific, E. Pekalska, and D. M. J. Tax. PR-Tools 4.0, a Matlab toolbox for pattern recognition. Technical report, ICT Group, TU Delft, The Netherlands, January 2004. http://www.prtools. org.
3. D. Hochbaum and S.D. A best possible heuristic for the k-center problem. Mathematics of Operations Research, 10(2):180-184, 1985.
4. P. Pacilík. Building Road Sign Classifiers. PhD thesis, Czech Technical University Prague, 2004. http://prsysdesign.net/pavel/.
5. P. Pacific, J. Novovičová, and R. P. W. Duin. Building road sign classifiers using a trainable similarity measure. IEEE Trans. on Int. Transp. Systems, to appear, 2006.
6. E. Pekalska, P. Paclík, and R. P. W. Duin. A generalized kernel approach to dissimilarity based classification. Journal of Machine Learning Research, 1(2):175-211, 2001. Special Issue "New Perspectives on Kernel Based Learning Methods".
7. P. Viola, M. Jones, and D. Snow. Detecting pedestrians using patterns of motion and appearance. In Proc. of IEEE Int. Conference on Comp.Vision (ICCV), volume 2, pages 734-741, October 2003.
8. P. Viola and M. J. Jones. Robust real-time face detection. Int. Journal of Computer Vision, 57(2): 137-154, 2004.