Free shipping on all orders in the USA!

Design of Video Quality Metrics with Multi-Way Data Analysis: A data driven approach (T-Labs Series in Telecommunication Services)

ISBN: 9789811002687
Publisher: Springer
Edition: 1st ed. 2016
Publication Date: 2015-12-29
Number of pages: 240
  • Sale
  • $87.49
  • Regular price

Any used item that originally included an accessory such as an access code, one time use worksheet, cd or dvd, or other one time use accessories may not be guaranteed to be included or valid. By purchasing this item you acknowledge the above statement.

Description


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. 


Customer Reviews


MORE FROM THIS COLLECTION