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Book synopsis

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. §

Book details

Book category Books in English Technology, engineering, agriculture Other technologies & applied sciences Applied optics

• Full title: Design of Video Quality Metrics with Multi-Way Data Analysis
• Author: Christian Keimel
• Language: English
• Binding: Hardback
• Number of pages: 240
• EAN: 9789811002687
• ISBN: 9811002681
• ID: 02849583
• Publisher: Springer Verlag, Singapore
• Weight: 5089 g
• Dimensions: 235 × 155 × 18 mm
• Date of publishing: 29. December 2015

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