书目名称 | Multimedia Retrieval |
编辑 | Henk M. Blanken,Henk Ernst Blok,Arjen P. Vries |
视频video | |
概述 | Only up-to-date textbook for multimedia information retrieval.Complete coverage of all media types.Solid mathematical foundations combined with application relevance.Detailed suggestions for further r |
丛书名称 | Data-Centric Systems and Applications |
图书封面 |  |
描述 | .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 human–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 chap |
出版日期 | Textbook 2007 |
关键词 | Audio Data; Computer Vision; Digital Rights Management; Image Data; Image Processing; MPEG; Markov Model; M |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-540-72895-5 |
isbn_softcover | 978-3-642-09199-5 |
isbn_ebook | 978-3-540-72895-5Series ISSN 2197-9723 Series E-ISSN 2197-974X |
issn_series | 2197-9723 |
copyright | Springer-Verlag Berlin Heidelberg 2007 |