Computational Inference and Control of Quality in Multimedia Services (Paperback, Softcover reprint of the original 1st ed. 2015)

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.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Springer Theses
Release date:	August 2016
First published:	2015
Authors:	Vlado Menkovski
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	135
Edition:	Softcover reprint of the original 1st ed. 2015
ISBN-13:	978-3-319-36639-5
Categories:	Books > Computing & IT > Computer software packages > Multimedia Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General Books > Computing & IT > Applications of computing > Databases > Data mining
LSN:	3-319-36639-4
Barcode:	9783319366395

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