中文名: 機器學習與圖像視頻分析
英文名: machine learning methods for computer vision
資源格式: 光盤鏡像
學校: 中科院 研究生院
主講人: Li Cheng 程立
版本: 中科院研究生課程
發行日期: 2008年
地區: 大陸
對白語言: 英語
文字語言: 英文
簡介:


導師介紹
I am a Postdoc Researcher of TTI-Chicago, working with David McAllester.
Previously I was a researcher in the Statistical Machine Learning Group at National ICT Australia (NICTA) and an adjunct research fellow in Australian National University (ANU) during Mar/2006-Nov/2008. Before that, I received my Ph.D. degree from the University of Alberta, Canada, in the fall of 2004 under the supervision of Prof. Terry Caelli, followed by a PostDoc training with Prof. Dale Schuurmans for over one year in the same institute. I received my M.E. in Pattern Recognition and Automatic Control and B.Sc. in Computer Science from Nankai Universityand Jilin University in China, respectively.
課程介紹
(2008 summer-term) Graduate University of Chinese Academy of Sciences (GUCAS), China
Deliver a graduate level course on machine learning methods for computer vision (1-credit), when I was visiting GUCAS in the summer.
1.由於面向的人群比較小，我做成ISO文件，一是方便大家下載和觀看，請不要解壓 用虛擬光驅打開 這樣可以幫助做資源，較長時間的保存這個資源.又可避免占據大量磁盤空間
2 中科院的這套視頻質量非常高，內容非常專業，不次於國外的大學，而且更適合國內學生。
涉及到經濟 管理 理工 多大1000門以上，中科院的空中課堂鏈接：http://210.76.200.32/
中科院研究生課程和中科大精品課程-VeryCD U資源索引
http://home.VeryCD.com/space.php?uid=28205...id=54132
對這方面有興趣的同學 可以加這兩個QQ群：
67811832 : 圖像識別 模式識別 計算機視覺
目錄:
Lecture 1 Introduction and course overview;
Exponential family and graphcal model(I);
Lecture 2 Exponential family and graphcal model(II);
Lecture 3 Exponential family and graphcal model(III)
Lecture 4 Kernels and SVM(I)
Lecture 5 Kernels and SVM(II)
Lecture 6 Kernels and SVM(II)
Lecture 7 Student project pressentation