Video Summarization using Singular Value Decomposition - Softcover

Kotagi, Veeranna; Krishna Gudi, Venkata Srinivasu Veesam

 
9786137324271: Video Summarization using Singular Value Decomposition
Softcover
ISBN 10: 6137324273 ISBN 13: 9786137324271
Verlag: LAP LAMBERT Academic Publishing, 2018

Inhaltsangabe

In this work a novel video summarization system based on unique properties from singular value decomposition (SVD) is presented. Deriving compact representations of video sequences that are intuitive for users and let them easily and quickly browse large collections of video data is fast becoming one of the most important topics in content-based video processing. Such representations, are collectively refer to as video summaries. They rapidly provide the user with information about the contents of the particular video while preserving the information. The need for automatic methods for generating video summaries is fueled both from the user and production viewpoints. With the proliferation of personal video recorder devices and hand-held cameras, many users generate many times more video footage than they can digest. On the other hand, in today’s fast-paced news coverage, programs such as sports and news must be processed quickly for production or their value quickly decreases. Such time constraints and the increasing number of services being offered place a large burden on production companies to process, edit, and distribute video material as quickly as possible.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
6137324273
ISBN 13 
9786137324271
Einband
Tapa blanda
Anzahl der Seiten
52
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