Design of Video Quality Metrics with Multi-Way Data Analysis - A data driven approach (Paperback, Softcover reprint of the original 1st ed. 2016)

This book proposes a data-driven methodology using multi-way data analysis for the design of video-quality metrics. It also enables video- quality metrics to be created using arbitrary features. This data- driven design approach not only requires no detailed knowledge of the human visual system, but also allows a proper consideration of the temporal nature of video using a three-way prediction model, corresponding to the three-way structure of video. Using two simple example metrics, the author demonstrates not only that this purely data- driven approach outperforms state-of-the-art video-quality metrics, which are often optimized for specific properties of the human visual system, but also that multi-way data analysis methods outperform the combination of two-way data analysis methods and temporal pooling.

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Series:	T-Labs Series in Telecommunication Services
Release date:	March 2018
First published:	2016
Authors:	Christian Keimel
Dimensions:	235 x 155 x 14mm (L x W x T)
Format:	Paperback
Pages:	240
Edition:	Softcover reprint of the original 1st ed. 2016
ISBN-13:	978-981-10-9119-3
Categories:	Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > General Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General
LSN:	981-10-9119-6
Barcode:	9789811091193

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