Blanken / de Vries / Blok Multimedia Retrieval

2007
ISBN: 978-3-540-72895-5
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 372 Seiten, eBook

Reihe: Data-Centric Systems and Applications

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 and cover various metadata languages such as Dublin Core, RDF, or MPEG. The authors emphasize high-level features and show how these are used in mathematical models to support the retrieval process. For each chapter, there’s detail on further reading, and additional exercises and teaching material is available online.

Zielgruppe

Graduate

Autoren/Hrsg.

Blanken, Henk M.

de Vries, Arjen P.

Blok, Henk Ernst

Feng, Ling

Inhaltsverzeichnis

Languages for Metadata.- Pattern Recognition for Multimedia Content Analysis.- Searching for Text Documents.- Image Processing.- Generative Probabilistic Models.- Speech Indexing.- Semantic Video Indexing.- A Spatio-Temporal and a Probabilistic Approach for Video Retrieval.- Multimodal Content-based Video Retrieval.- Interaction.- Digital Rights Management.- Evaluation of Multimedia Retrieval Systems.