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EBOOK
Author Menkovski, Vlado,
Title Computational inference and control of quality in multimedia services : doctoral thesis accepted by Eindhoven University of Technology, the Netherlands / Vlado Menkovski.
Imprint Cham : Springer, [2015]
2015

LOCATION CALL # STATUS MESSAGE
 OHIOLINK SPRINGER EBOOKS    ONLINE  
View online
Series Springer theses : recognizing outstanding Ph. D. research, 2190-5061
Springer theses. 2190-5061
Subject Computational linguistics.
Semantics.
Natural language processing (Computer science)
Multimedia communications.
LOCATION CALL # STATUS MESSAGE
 OHIOLINK SPRINGER EBOOKS    ONLINE  
View online
Series Springer theses : recognizing outstanding Ph. D. research, 2190-5061
Springer theses. 2190-5061
Subject Computational linguistics.
Semantics.
Natural language processing (Computer science)
Multimedia communications.
Description 1 online resource (xiii, 135 pages) : illustrations.
Bibliography Note Includes bibliographical references.
Contents Supervisor's Foreword -- Preface -- Introduction -- Objective QoE Models -- Subjective QoE Models -- QoE Management Framework -- QoE Active Control -- Conclusions.
Summary This thesis focuses on the problem of optimizing the quality of network multimedia services. This problem spans multiple domains, from subjective perception of multimedia quality to computer networks management. The work done in this thesis approaches the problem at different levels, developing methods for modeling the subjective perception of quality based on objectively measurable parameters of the multimedia coding process as well as the transport over computer networks. The modeling of subjective perception is motivated by work done in psychophysics, while using Machine Learning techniques to map network conditions to the human perception of video services. Furthermore, the work develops models for efficient control of multimedia systems operating in dynamic networked environments with the goal of delivering optimized Quality of Experience. Overall this thesis delivers a set of methods for monitoring and optimizing the quality of multimedia services that adapt to the dynamic environment of computer networks in which they operate.
Note Online resource; title from PDF title page (EBSCO, viewed October 28, 2015).
ISBN 9783319247922 (electronic bk.)
3319247921 (electronic bk.)
9783319247908
3319247905
ISBN/ISSN 10.1007/978-3-319-24792-2
OCLC # 926705652
Additional Format Print version: Menkovski, Vlado. Computational inference and control of quality in multimedia services. 2015 3319247905 9783319247908 (OCoLC)918931594