Author : Yihong Gong
Publisher : Springer Science & Business Media
ISBN 13 : 0387699422
Total Pages : 282 pages
Book Rating : 4.24/5 ( download)
Book Synopsis Machine Learning for Multimedia Content Analysis by : Yihong Gong
Download or read book Machine Learning for Multimedia Content Analysis written by Yihong Gong and published by Springer Science & Business Media. This book was released on 2007-09-26 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume introduces machine learning techniques that are particularly powerful and effective for modeling multimedia data and common tasks of multimedia content analysis. It systematically covers key machine learning techniques in an intuitive fashion and demonstrates their applications through case studies. Coverage includes examples of unsupervised learning, generative models and discriminative models. In addition, the book examines Maximum Margin Markov (M3) networks, which strive to combine the advantages of both the graphical models and Support Vector Machines (SVM).