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Computational Inference and Control of Quality in Multimedia Services by Vlado Menkovski
Computational Inference and Control of Quality in Multimedia Services by Vlado Menkovski
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Computational Inference and Control of Quality in Multimedia Services

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Description

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.
Release date Australia
August 23rd, 2016
Audience
  • Professional & Vocational
Edition
Softcover reprint of the original 1st ed. 2015
Illustrations
46 Illustrations, color; 17 Illustrations, black and white; XIII, 135 p. 63 illus., 46 illus. in color.
Pages
135
ISBN-13
9783319366395
Product ID
28501243

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Computational Inference and Control of Quality in Multimedia Services on Hardback by Vlado Menkovski Save $90
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