Introduction Demonstration Projects Publications Members News Contact

Publications

Publications are presented in Adobe Acrobat format. The Expert Object Recognition Pathway   B. Draper, K. Baek, J. Boody. "Implementing the Expert Object Recognition Pathway," Winner: Best Cognitive Vision Paper Award, International Conference on Vision Systems, Graz, Austria, April 1-3, 2003. To appear. @Springer-Verlag B. Draper, K. Baek and J. Boody. "A Biologically Plausible Approach to Cat and Dog Discrimination," Joint AIPR International Workshops on Structural, Syntactic and Statistical Pattern Recognition, Windsor, Ont. Aug. 6-9, 2002. p.779-788. @Springer-Verlag B. Draper & K. Baek. "Unsupervised Learning of Biologically Plausible Object Recognition Strategies," IEEE International Workshop on Biologically Motivated Computer Vision, Seoul, May 15-17, 2000, pp. 238-247.   Early Vision     Modelling the Lateral Occipital Complex (LOC)   D. Bolme and B. Draper. "Interpreting LOC Cell Responses," IEEE International Workshop on Biologically Motivated Computer Vision, Tübingen, Germany, Nov. 22-24, 2002, pp. 294-300. @Springer-Verlag   Appearence Matching   K. Baek and B. Draper. "Factor Analysis for Background Suppression," International Conference on Pattern Recognition, Quebec City, Aug. 11-15, 2002.   Related Papers   D. Bolme, R. Beveridge, M. Teixeira and B. Draper. "The CSU Face Identification Evaluation System: Its Purpose, Features and Structure," International Conference on Vision Systems, Graz, Austria, April 1-2, 2003. pp. 304-313. @Springer-Verlag K. Baek, B. Draper, R. Beveridge, K. She. "PCA vs ICA: A comparison on the FERET data set," Joint Conference on Information Sciences, Durham, NC, March 8-14, 2002. pp. 824-827. R. Beveridge, K. She, B. Draper, G. Givens. "A Nonparametric Statistical Comparison of Principal Component and Linear Discriminant Subspaces for Face Recognition," IEEE Conference on Computer Vision and Pattern Recognition, Kauai, HI, Dec. 11-13, 2001. pp. I:535-542 W. Yambor, B. Draper & R. Beveridge. "Analysis of PCA-based Face Recognition Algorithms: Eigenvector Selection and Distance Measures," Second Workshop on Empirical Evaluation Methods in Computer Vision, Dublin, July 1, 2000. B. Draper. "From Knowledge Bases to Markov Models to PCA," Invited talk for the Workshop on Computer Vision System Control Architectures (held in conjunction with ICVS), Graz, Austria, March 31, 2003. G. Givens, R. Beveridge, B. Draper and D. Bolme. "A Statistical Assessment of Subject Factors in the PCA Recognition of Human Factors," Workshop on Statistical Methods in Computer Vision (held in conjunction with NIPS), Whistler, British Columbia, Dec. 13, 2002. R. Beveridge, K. She, B. Draper, and G. Givens. "Parametric and Non-parametric Methods for the Statistical Evaluation of HumanID algorithms," IEEE Third Workshop on Empirical Evaluation Methods in Computer Vision, Kauai, HI, Dec. 10, 2001.