Design of Video Quality Metrics with Multi-Way Data Analysis : A data driven approach Paperback / softback
by CHRISTIAN KEIMEL
Part of the T-Labs Series in Telecommunication Services series
Paperback / softback
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.
Information
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Out of stock
- Format:Paperback / softback
- Pages:240 pages, 2 Illustrations, color; 50 Illustrations, black and white; XV, 240 p. 52 illus., 2 illus.
- Publisher:Springer Verlag, Singapore
- Publication Date:31/03/2018
- Category:
- ISBN:9789811091193
Other Formats
- PDF from £76.08
Information
-
Out of stock
- Format:Paperback / softback
- Pages:240 pages, 2 Illustrations, color; 50 Illustrations, black and white; XV, 240 p. 52 illus., 2 illus.
- Publisher:Springer Verlag, Singapore
- Publication Date:31/03/2018
- Category:
- ISBN:9789811091193
