Design of Video Quality Metrics with Multi-Way Data Analysis
Christian Keimel
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Description for Design of Video Quality Metrics with Multi-Way Data Analysis
Hardback. Series: T-Labs Series in Telecommunication Services. Num Pages: 255 pages, 50 black & white illustrations, 2 colour illustrations, biography. BIC Classification: TJK; TTBM; UYZG. Category: (G) General (US: Trade). Dimension: 235 x 155 x 16. Weight in Grams: 549.
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, ... Read more
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, ... Read more
Product Details
Format
Hardback
Publication date
2015
Publisher
Springer Verlag, Singapore Singapore
Number of pages
255
Condition
New
Series
T-Labs Series in Telecommunication Services
Number of Pages
240
Place of Publication
Singapore, Singapore
ISBN
9789811002687
SKU
V9789811002687
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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