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

Author: Wei, Chia-Hung
Publisher: IGI Global
ISBN: 1616928611
Category : Computers
Languages : en
Pages : 408

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Book Description
"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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ISBN:
Category : Automatic indexing
Languages : en
Pages :

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Book Description
"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.

Author: Andreas Nürnberger
Publisher: Springer Science & Business Media
ISBN: 3540221638
Category : Computers
Languages : en
Pages : 237

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Book Description
This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Adaptive Multimedia Retrieval, AMR 2003, held in Hamburg, Germany in September 2003. The 12 revised full papers presented were carefully selected during two rounds of reviewing and improvement. Also included are three invited papers by leading researchers in the area to provide introductory and background information and to complete coverage of the relevant aspects. The papers are organized in topical sections on retrieval systems, texts and ontologies, feature extraction from video, image retrieval, and sound.

Author: Andreas Nürnberger
Publisher: Springer
ISBN: 331912093X
Category : Computers
Languages : en
Pages : 291

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Book Description
This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on Adaptive Multimedia Retrieval, AMR 2012, held in Copenhagen, Denmark, in October 2012. The 17 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers cover topics of state of the art contributions, features and classification, location context, language and semantics, music retrieval, and adaption and HCI.

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ISBN:
Category : Interactive multimedia
Languages : en
Pages : 324

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Book Description

Author: Marcin Detyniecki
Publisher: Springer
ISBN: 3642374255
Category : Computers
Languages : en
Pages : 141

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Book Description
This book constitutes the refereed post-proceedings of the 9th International Conference on Adaptive Multimedia Retrieval, AMR 2011, held in Barcelona, Spain, in July 2011. The 9 revised full papers and the invited contribution presented were carefully reviewed and selected from numerous submissions. The papers cover topics ranging from theoretical work to practical implementations and its evaluation, most of them dealing with audio or music media. They are organized in topical sections on evaluation and user studies, audio and music, image retrieval, and similarity and music.

Author: Nozha Boujemaa
Publisher: Springer
ISBN: 3540798609
Category : Computers
Languages : en
Pages : 265

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Book Description
This book constitutes the thoroughly refereed post-workshop proceedings of the 5th International Workshop on Adaptive Multimedia Retrieval, AMR 2007, held in Paris, France, in July 2007. The 18 revised full papers presented together with 2 invited papers were carefully selected during two rounds of reviewing and improvement. The papers are organized in topical sections on image annotation, feedback and user modelling, music retrieval, fusion, P2P and middleware, databases and summarization, as well as ontology and semantics.

Author: Stéphane Marchand-Maillet
Publisher: Springer
ISBN: 3540715452
Category : Computers
Languages : en
Pages : 276

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Book Description
This book constitutes the thoroughly refereed post-proceedings of the 4th International Workshop on Adaptive Multimedia Retrieval, AMR 2006, held in Geneva, Switzerland in July 2006. The papers cover ontology-based retrieval and annotation, ranking and similarity measurements, music information retrieval, visual modeling, adaptive retrieval, structuring multimedia, as well as user integration and profiling.

Author: Marcin Detyniecki
Publisher: Springer
ISBN: 3540321756
Category : Computers
Languages : en
Pages : 284

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Book Description
This book constitutes the thoroughly refereed post-proceedings of the Third International Workshop on Adaptive Multimedia Retrieval, held in September 2005. The 18 revised full papers presented were carefully selected during two rounds of reviewing and improvement. Also included are three invited papers by leading researchers in the area to illustrate the core topics of the workshop: User, Context and Feedback. The papers are organized in topical sections on ranking, systems, spatio-temporal relations, using feedback, using context, and meta data.

Author: Matthieu Cord
Publisher: Springer Science & Business Media
ISBN: 3540751718
Category : Computers
Languages : en
Pages : 289

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Book Description
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.