Machine Learning For Multimedia Content Analysis

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Machine Learning for Multimedia Content Analysis

Machine Learning for Multimedia Content Analysis
Author :
Publisher : Springer
Total Pages : 277
Release :
ISBN-10 : 1441943536
ISBN-13 : 9781441943538
Rating : 4/5 (538 Downloads)

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. This book was released on 2010-02-12 with total page 277 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).


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