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T-Labs Series in Telecommunication Services

Design of Video Quality Metrics with Multi-Way Data Analysis

A data driven approach

Authors: Keimel, Christian

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  • Proposes a data-driven methodology using multi-way data analysis for the design of video quality metrics 
  • Enables video-quality metrics using arbitrary features to be created
  • Demonstrates that multi-way data analysis methods outperform the combination of two-way data analysis methods and temporal pooling
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eBook 118,99 €
price for Spain (gross)
  • ISBN 978-981-10-0269-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Spain (gross)
  • ISBN 978-981-10-0268-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 145,59 €
price for Spain (gross)
  • ISBN 978-981-10-9119-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

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. 

Table of contents (10 chapters)

Table of contents (10 chapters)

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-981-10-0269-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Spain (gross)
  • ISBN 978-981-10-0268-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 145,59 €
price for Spain (gross)
  • ISBN 978-981-10-9119-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Design of Video Quality Metrics with Multi-Way Data Analysis
Book Subtitle
A data driven approach
Authors
Series Title
T-Labs Series in Telecommunication Services
Copyright
2016
Publisher
Springer Singapore
Copyright Holder
Springer Science+Business Media Singapore
eBook ISBN
978-981-10-0269-4
DOI
10.1007/978-981-10-0269-4
Hardcover ISBN
978-981-10-0268-7
Softcover ISBN
978-981-10-9119-3
Series ISSN
2192-2810
Edition Number
1
Number of Pages
XV, 240
Number of Illustrations
50 b/w illustrations, 2 illustrations in colour
Topics