Springer
Design of Video Quality Metrics with Multi-Way Data Analysis : A data driven approach
Product Code:
9789811002687
ISBN13:
9789811002687
Condition:
New
$117.02
Design of Video Quality Metrics with Multi-Way Data Analysis : A data driven approach
$117.02
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.
| Author: Christian Keimel |
| Publisher: Springer |
| Publication Date: Jan 08, 2016 |
| Number of Pages: NA pages |
| Language: English |
| Binding: Hardcover |
| ISBN-10: 9811002681 |
| ISBN-13: 9789811002687 |
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