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Book Cover
E-book
Author Menkovski, Vlado, author

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

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Description 1 online resource (xiii, 135 pages) : illustrations
Series Springer theses : recognizing outstanding Ph. D. research, 2190-5061
Springer theses. 2190-5061
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
Bibliography Includes bibliographical references
Notes Online resource; title from PDF title page (EBSCO, viewed October 28, 2015)
Subject Computational linguistics.
Semantics.
Natural language processing (Computer science)
Multimedia communications.
computational linguistics.
semantics.
Communications engineering -- telecommunications.
Data mining.
Information architecture.
Graphical & digital media applications.
COMPUTERS -- General.
Computational linguistics
Multimedia communications
Natural language processing (Computer science)
Semantics
Form Electronic book
ISBN 9783319247922
3319247921