A Unified Framework for Video Summarization, Browsing & Retrieval: with Applications to Consumer and Surveillance Video

Author:   Ziyou Xiong (United Technologies Research Center, East Hartford, CT, USA) ,  Regunathan Radhakrishnan (Mitsubishi Electric Research Labs, Cambridge, MA, USA) ,  Ajay Divakaran (Mitsubishi Electric Research Labs, Cambridge, MA, USA) ,  Zou Yong-Rui (Microsoft Research, Redmond, WA, USA)
Publisher:   Elsevier Science Publishing Co Inc
ISBN:  

9780123693877


Pages:   296
Publication Date:   16 January 2006
Format:   Hardback
Availability:   Out of stock   Availability explained


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A Unified Framework for Video Summarization, Browsing & Retrieval: with Applications to Consumer and Surveillance Video


Overview

Large volumes of video content can only be easily accessed by the use of rapid browsing and retrieval techniques. Constructing a video table of contents (ToC) and video highlights to enable end users to sift through all this data and find what they want, when they want are essential. This reference puts forth a unified framework to integrate these functions supporting efficient browsing and retrieval of video content. The authors have developed a cohesive way to create a video table of contents, video highlights, and video indices that serve to streamline the use of applications in consumer and surveillance video applications. The authors discuss the generation of table of contents, extraction of highlights, different techniques for audio and video marker recognition, and indexing with low-level features such as color, texture, and shape. Current applications including this summarization and browsing technology are also reviewed. Applications such as event detection in elevator surveillance, highlight extraction from sports video, and image and video database management are considered within the proposed framework. This book presents the latest in research and readers will find their search for knowledge completely satisfied by the breadth of the information covered in this volume.

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Author:   Ziyou Xiong (United Technologies Research Center, East Hartford, CT, USA) ,  Regunathan Radhakrishnan (Mitsubishi Electric Research Labs, Cambridge, MA, USA) ,  Ajay Divakaran (Mitsubishi Electric Research Labs, Cambridge, MA, USA) ,  Zou Yong-Rui (Microsoft Research, Redmond, WA, USA)
Publisher:   Elsevier Science Publishing Co Inc
Imprint:   Academic Press Inc
Dimensions:   Width: 15.20cm , Height: 1.90cm , Length: 22.90cm
Weight:   0.540kg
ISBN:  

9780123693877


ISBN 10:   012369387
Pages:   296
Publication Date:   16 January 2006
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Unknown
Availability:   Out of stock   Availability explained

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Author Information

Thomas S. Huang received his B.S. Degree in Electrical Engineering from National Taiwan University, Taipei, Taiwan, China; and his M.S. and Sc.D. Degrees in Electrical Engineering from the Massachusetts Institute of Technology, Cambridge, Massachusetts. He was on the Faculty of the Department of Electrical Engineering at MIT from 1963 to 1973; and on the Faculty of the School of Electrical Engineering and Director of its Laboratory for Information and Signal Processing at Purdue University from 1973 to 1980. Dr. Huang's professional interests lie in the broad area of information technology, especially the transmission and processing of multidimensional signals. He has published 21 books, and over 600 papers in Network Theory, Digital Filtering, Image Processing, and Computer Vision. Among his many honors and awards: Honda Lifetime Achievement Award, IEEE Jack Kilby Signal Processing Medal, and the King-Sun Fu Prize of the International Association for Pattern Recognition.

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