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Design of Video Quality Metrics with Multi-Way Data Analysis: A Data Driven Approach: 2016 by Christian Keimel (Hardback, 2015)

About this product

About this product

Product Information

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 t only requires detailed kwledge 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 t 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.

Product Identifiers

Publisher
Springer Verlag, Singapore
ISBN-10
9811002681
ISBN-13
9789811002687
eBay Product ID (ePID)
223334971

Product Key Features

Author
Christian Keimel
Format
Hardback
Language
English
Subject
Computing: Professional & Programming
Type
Textbook

Dimensions

Weight
549g
Height
235mm
Width
155mm

Additional Product Features

Place of Publication
Singapore
Spine
16mm
Series Title
T-Labs Series in Telecommunication Services
Content Note
50 Black & White Illustrations, 2 Colour Illustrations, Biography
Date of Publication
29/12/2015
Genre
Computing: Professional & Programming
Country of Publication
Singapore

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