Refereed Conferences

CSR

Z. Zhu, K. Fujimura, and Q. Ji. Real-time Eye Detection and Tracking under Various Light Conditions. ACM Eye Tracking Research & Applications Symposium, New Orleans, Louisiana, 139-144. March 2002.

H.H. Gonzalez-Banos, C.Y. Lee, and J.C. Latombe. Real-Time Combinatorial Tracking of a Target Moving Unpredictably Among Obstacles. Proc. IEEE Int. Conf. on Robotics and Automation, Washington D.C. May 2002.

R. Murrieta-Cid, H.H. Gonzalez-Banos, and B. Tovar. A Reactive Motion Planner to Maintain Visibility of Unpredictable Targets. Proc. IEEE Int. Conf. on Robotics and Automation, Washington D.C. May 2002.

F. Xu and K. Fujimura.   Pedestrian Detection with Night Vision. IEEE Intelligent Vehicle Symposium, Versailles, France. June 2002.

X. Liu, F. Xu, and K. Fujimura.   Eye Detection and Monitoring for Driver Monitoring. IEEE Intelligent Vehicle Symposium, Versailles, France. June 2002.

Z. Zhu, Q. Ji, K. Fujimura, and K. Lee. Combining Kalman Filtering and Mean Shift for Real Time Eye Tracking under Active IR Illumination. International Conference on Pattern Recognition, Quebec, Canada. August 2002.

Ng-Thow-Hing, V., and J. Peng. Automated Subject-specific Scaling of Skeletons to Motion-Captured Markers. In IV World Congress of Biomechanics, poster presentation, Calgary. Aug. 4-9, 2002.

E. Weinstein, P. Ho, B. Heisele, T. Poggio, K. Steele and A. Agarwal. Handheld Face Identification Technology in a Pervasive Computing Environment. Proceedings of Pervasive 2002, Zurich, Switzerland, 48-54. August 26-28, 2002.

X. Liu, Y. Zhu, and K. Fujimura.   Real-time Pose Classification for Driver Monitoring. IEEE International Conference on Intelligent Transportation Systems, Singapore. Sept 2002.

A. Efrat, H. H. Gonzalez-Banos, S. G. Kobourov, and L. Palaniappan. Optimal Motion Strategies to Track and Capture a Predictable Target. DIMACS Workshop on Computational Geometry. Center for Discrete Mathematics and Theoretical Computer Science, Rutgers University, Piscataway, New Jersey. November 2002.

C.Y. Lee, H.H. Gonzalez-Banos, and J.C. Latombe. Real-Time Tracking of an Unpredictable Target Amidst Unknown Obstacles. Proc. Int. Conf. on Control, Automation, Robotics and Vision (ICARCV'02), Singapore. Dec. 2002.

Ng-Thow-Hing, V. and E. Fiume. Application-specific Muscle Representations. In Proceedings of Graphics Interface 2002 (editor), W. Sturzlinger and M. McCool, pp 107-115. 2002.

B. Heisele, T. Serre, M. Pontil, T. Vetter and T. Poggio. Categorization by Learning and Combining Object Parts. Advances in Neural Information. Processing Systems 14, Vol. 2, 1239-1245, Vancouver, Canada. 2002.

J. Huang, V. Blanz, and B. Heisele.   Face Recognition Using Component-Based SVM Classification and Morphable Models. Proceedings of Pattern Recognition with Support Vector Machines, First International Workshop, SVM 2002, Niagara Falls, Canada. Lecture Notes in Computer Science, Springer 2388, 334-341. 2002.

M.-H. Yang.   Kernel Eigenfaces vs. Kernel Fisherfaces: Face Recognition Using Kernel Methods. IEEE Conference on Automatic Face and Gesture Recognition (FG), pp 215-220. 2002.

M.-H. Yang.   Extended Isomap for Pattern Recognition. Eighteenth National Conference on Artificial Intelligence (AAAI), pp 224-229. 2002.

M.-H. Yang, D. Roth and A. Ahuja. A Tale of Two Classifiers: SNoW vs. SVM in Visual Recognition. European Conference on Computer Vision (ECCV), A. Heyden, G. Sparr, M. Nielsen, P. Johansen (Editors), Springer Verlag, LNCS 2353, pp 685-699. 2002.

M.-H. Yang.   Face Recognition Using Kernel Methods. Advances in Neural Information Processing 14 (NIPS), T. G. Dietterich, S. Becker and Z. Ghahramani (eds), pp 1457-1464, MIT Press. 2002.

Y. Ivanov and Bruce Blumberg. Solving Weak Transduction With EM. Journal of Robotics and Autonomous Systems, 39 (2002) pp.129-143. Elsevier Science. 2002.

B. Blumberg, M. Downie, Y. Ivanov, M. Berlin, M. Johnson, W. Tomlinson. Integrated Learning for Interactive Synthetic Characters. SIGGRAPH 2002, San Antonio, Texas. 2002.

Yuri Ivanov.   On-line Learning With Reduction Rules. Learning Workshop, Snowbird, UT. 2002.

Yuri Ivanov and Bruce Blumberg. Developmental Learning of Memory-Based Perceptual Models. Intl. Conference on Developmental Learning, Cambridge, MA. 2002.

Journals and Book Chapters

MSR

G.L. Hornyak, L. Grigorian, A.C. Dillon, P.A. Parilla, K.M. Jones, and M.J. Heben, J. Phys. Chem. B , v. 106, pp 2821-2825. 2002.

CSR

B. Heisele, A. Verri and T. Poggio. Learning and Vision Machines. Proceedings of the IEEE, Visual Perception: Technology and Tools, Vol. 90, No. 7, 1164-1177. 2002.

K. Fujimura.   Time-minimal Paths amidst Moving Obstacles in Three Dimensions. Theoretical Computer Science 270, Vol 1-2, 421-440. January 2002.

Y. Sakagami, R. Watanabe, C. Aoyama, S. Matsunaga, N. Higaki, K. Fujimura.   Intelligent ASIMO: System overview and integration. IEEE Intelligent Robots and Systems, Genova, Swiss, 2478-2483. 2002.

P. Fabiani, H.H. Gonzalez-Banos, J.C. Latombe, and D. Lin. Tracking a Partially Predictable Target with Uncertainties and Visibility Constraints. J. of Robotics and Autonomous Systems, 38(1):31-48. 2002.

M.-H. Yang, N. Ahuja and M. Tabb. Extraction of Motion Trajectories and Its Application to Hand Gesture Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 24, no. 8, pp 1061-1074. 2002.

B. Moghaddam and M.-H. Yang.   Learning Gender with Support Faces. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 24, no. 5, pp 707-711. 2002.

M.-H. Yang, D. Kriegman and N. Ahuja. Detecting Faces in Images: A Survey. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol 24, no. 1, pp 34-58. 2002.

D. Roth, M.-H. Yang, and N. Ahuja. Learning to Recognize Objects. Neural Computation, vol 14, no. 5, pp 1071-1104. 2002.

Y. Ivanov and B. Blumberg. Learning Perception in Trainable Agents. Workshop on Radical Agent Architectures, Washigton DC, 2002. Also to appear in Lecture Notes in Computer Science.