Multimedia Retrieval (Data-Centric Systems and Applications) 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Henk M. Blanken 作者

Springer

译者

2007-09-14 出版日期

372 页数

USD 79.95 价格

Hardcover

丛书系列

9783540728948 图书编码

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Multimedia Retrieval (Data-Centric Systems and Applications) 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Retrieval of multimedia data is different from retrieval of structured data. A key problem in multimedia databases is search, and the proposed solutions to the problem of multimedia information retrieval span a rather wide spectrum of topics outside the traditional database area, ranging from information retrieval and humana "computer interaction to computer vision and pattern recognition. Based on more than 10 years of teaching experience, Blanken and his coeditors have assembled all the topics that should be covered in advanced undergraduate or graduate courses on multimedia retrieval and multimedia databases. The single chapters of this textbook explain the general architecture of multimedia information retrieval systems; various metadata languages like Dublin Core, RDF, or MPEG; pattern recognition through Markov models, unsupervised learning, and pattern clustering; various indexing approaches to audio and video streams; interaction and control; the protection of content and user privacy; and search effectiveness and efficiency. The authors emphasize high-level features and show how these features are used in mathematical models to support the retrieval process. For each chapter, therea (TM)s detail on further reading, and additional exercises and teaching material is available online.

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