product description page

Design of Video Quality Metrics With Multi-way Data Analysis (Hardcover) (Christian Keimel)

Design of Video Quality Metrics With Multi-way Data Analysis (Hardcover) (Christian Keimel) - image 1 of 1

About this item

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. 
Genre: Technology, Computers + Internet
Sub-Genre: User Interfaces, Telecommunications, Electronics / General
Series Title: T-labs Series in Telecommunication Services
Format: Hardcover
Publisher: Springer Verlag
Author: Christian Keimel
Language: English
Street Date: January 8, 2016
TCIN: 50882443
UPC: 9789811002687
Item Number (DPCI): 248-12-3819
If the item details above aren’t accurate or complete, we want to know about it. Report incorrect product info.

Guest reviews

Prices, promotions, styles and availability may vary by store & online. See our price match guarantee. See how a store is chosen for you.