Name: Computational Inference and Control of Quality in Multimedia Services (Springer Theses) (en Inglés)
Price: 1293.72 MXN
Availability: InStock
Author: Vlado Menkovski
ISBN: 9783319247908

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portada Computational Inference and Control of Quality in Multimedia Services (Springer Theses) (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Vlado Menkovski

Año

2015

Idioma

Inglés

N° páginas

152

Encuadernación

Tapa Dura

ISBN13

9783319247908

N° edición

Categorías

Data mining: minería de datos

Computational Inference and Control of Quality in Multimedia Services (Springer Theses) (en Inglés)

Vlado Menkovski (Autor) · Springer · Tapa Dura

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Reseña del libro "Computational Inference and Control of Quality in Multimedia Services (Springer Theses) (en Inglés)"

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, audio-video coding to computer networks. 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.