模式识别课件0-Outline

1 Outline of SCI 3770 Pattern Recognition & Computer Vision Outline of SCI 3770 Outline of SCI 3770 Pattern Recognition Pattern Recognition & Computer Vision& Computer Vision Pre- -requisites: COMP 1200 Data Structures MATH 1550 Calculus & Linear Algebra or equivalent Objectives: To give students a broad knowledge on, and techniques used in, contemporary research on pattern recognition & computer vision. Grading Scheme: 3-hour Examination (50%) Mini Project(50%) Survey10% Implementation30% Discussion15% Results45% 2 Mini Project: The projects can be completed in groups of 2 students or individually The project should contain 5-10 pages of text September Submitting Survey October Submitting proposals of projects October November Discussing the projects December Submitting projects December Final examination 3 References: C.H. Chen and P.S.P. Wang, Handbook of pattern recognition & computer vision (3rdEdition), World Scientific Publishing Co. Pte, Ltd., 2005. R J Schalboff, Pattern Recognition: Statistical, structure and neural approaches, John Wiley & Sons, Inc. 1992. S. T. Bow, Pattern Recognition and Image Processing, Marcel Dekker, 1992. Y. Y. Tang, L. H. Yang, J. M. Liu and H. Ma, Wavelet Theory and its Application to Pattern Recognition, The World Scientific Publishing Co. Pte, Ltd., Singapore, 2000. 4 L.G. Shapiro and G. C. Stockman, Computer vision, Prentice Hall, 2001. D. A. Forsyth and J. Ponce, Computer vision A Modern Approach, Prentice Hall, 2003. D. Paulus and J. Hornegger, Applied Pattern Recognition: A practical Introduction to Image and Speech Processing in C+, Third Edition, Morgan Kaufmann, 2001. R. O. Duda, P. E. Hart and D. G. Stork, Pattern Classification (2nd Edition), John Wiley & Sons, Inc, 2001. 唐远炎,王玲,小波分析与文本文字识别, 科学出 版社，2004 5 IEEE Transactions on Image Processing. IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE Trans. on Systems, Man, and Cybernetics. IEEE Transactions on Circuits and Systems. International Journal of Pattern Recognition and Artificial Intelligence. IEE Proceedings - Vision, Image and Signal Processing. Proceedings of International Conference on Pattern Recognition (ICPR) Computer Vision and Image Analysis Pattern Recognition and Basic Technologies Signal, Speech and Image Processing Systems, Robotics and Applications 6 7 8 9 10 11 12 13 Associate EditorAssociate Editor Y. Y. TangY. Y. Tang .hk /ijprai/ijprai.shtml 14 New New New New JournalJournalJournalJournal International Journal of Wavelets, Multiresolution and Information Pro