Machine Learning for Multimedia Content Analysis (Multimedia Systems and Applications)






[PDF.rs75] Machine Learning for Multimedia Content Analysis (Multimedia Systems and Applications)
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 | #6115005 in Books |  2007-10-01 | Original language:English | PDF # 1 |  9.21 x.69 x6.14l,1.36 | File type: PDF | 277 pages

|| ||From the reviews: | |"The objectives of this book are to bring together powerful machine learning techniques that are suitable for modeling multimedia data, and to showcase their application to common multimedia content analysis tasks. The book is designed fo

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) net...



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