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Machine Learning Techniques for Multimedia

2008-02-07 Computers
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Release : 2008-02-07
Genre : Computers
Kind : eBook
Book Rating : 718/5 ( reviews)

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Book Synopsis Machine Learning Techniques for Multimedia by : Matthieu Cord

Download or read book Machine Learning Techniques for Multimedia written by Matthieu Cord. This book was released on 2008-02-07. Available in PDF, EPUB and Kindle. Book excerpt: Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, and to organize that data and improve the performance of the processes manipulating it. Arising from the EU MUSCLE network, this multidisciplinary book provides a comprehensive coverage of the most important machine learning techniques used and their application in this domain.

Machine Learning for Multimedia Content Analysis

2007-09-26 Computers
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Release : 2007-09-26
Genre : Computers
Kind : eBook
Book Rating : 422/5 ( reviews)

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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. This book was released on 2007-09-26. 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).

Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies Applications and Perspectives

2010-10-31 Computers
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Release : 2010-10-31
Genre : Computers
Kind : eBook
Book Rating : 611/5 ( reviews)

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Book Synopsis Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies Applications and Perspectives by : Wei, Chia-Hung

Download or read book Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies Applications and Perspectives written by Wei, Chia-Hung. This book was released on 2010-10-31. Available in PDF, EPUB and Kindle. Book excerpt: "This book disseminates current information on multimedia retrieval, advancing the field of multimedia databases, and educating the multimedia database community on machine learning techniques for adaptive multimedia retrieval research, design and applications"--Provided by publisher.

Machine Learning for Intelligent Multimedia Analytics

2021-01-16 Technology & Engineering
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Release : 2021-01-16
Genre : Technology & Engineering
Kind : eBook
Book Rating : 929/5 ( reviews)

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Book Synopsis Machine Learning for Intelligent Multimedia Analytics by : Pardeep Kumar

Download or read book Machine Learning for Intelligent Multimedia Analytics written by Pardeep Kumar. This book was released on 2021-01-16. Available in PDF, EPUB and Kindle. Book excerpt: This book presents applications of machine learning techniques in processing multimedia large-scale data. Multimedia such as text, image, audio, video, and graphics stands as one of the most demanding and exciting aspects of the information era. The book discusses new challenges faced by researchers in dealing with these large-scale data and also presents innovative solutions to address several potential research problems, e.g., enabling comprehensive visual classification to fill the semantic gap by exploring large-scale data, offering a promising frontier for detailed multimedia understanding, as well as extract patterns and making effective decisions by analyzing the large collection of data.

Machine Learning Techniques for Adaptive Multimedia Retrieval

2010 Automatic indexing
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Release : 2010
Genre : Automatic indexing
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Machine Learning Techniques for Adaptive Multimedia Retrieval by :

Download or read book Machine Learning Techniques for Adaptive Multimedia Retrieval written by . This book was released on 2010. Available in PDF, EPUB and Kindle. Book excerpt: "This book disseminates current information on multimedia retrieval, advancing the field of multimedia databases, and educating the multimedia database community on machine learning techniques for adaptive multimedia retrieval research, design and applications"--Provided by publisher.

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