Content-Based Video Retrieval: A Database Perspective (Paperback)

Author: Petkovic, Milan

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Publisher Springer
Mfg Part# 9781441953964
SKU 240884887
Format Paperback
ISBN10 1441953965
Release Date 8/13/2012
From the Publisher
Editors Note This book focuses particularly on content-based video retrieval. After addressing basic concepts and techniques in the field, Content-Based Video Retrieval: A Database Perspective concentrates on the semantic gap problem, i.e., the problem of inferring semantics from raw video data, as the main problem of content-based video retrieval. This book identifies and proposes the integrated use of three different techniques to bridge the semantic gap, namely, spatio-temporal formalization methods, hidden Markov models, and dynamic Bayesian networks. As the problem is approached from a database perspective, the emphasis evolves from a database management system into a video database management system. This system allows a user to retrieve the desired video sequence among voluminous amounts of video data in an efficient and semantically meaningful way. This book also presents a modeling framework and a prototype of a content-based video management system that integrates the three methods and provides efficient, flexible, and scalable content-based video retrieval. The proposed approach is validated in the domain of sport videos for which some experimental results are presented.
Product Attributes
Book Format Paperback
Number of Pages 0168
Publisher Springer
Series Part 25
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