Design of Video Quality Metrics with Multi-Way Data Analysis A data driven approach
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...
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| Autor Corporativo: | |
| Formato: | Libro electrónico |
| Idioma: | Inglés |
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Singapore :
Springer Singapore
2016.
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| Edición: | 1st ed |
| Colección: | T-Labs Series in Telecommunication Services.
Springer eBooks. |
| Acceso en línea: | Conectar con la versión electrónica |
| Ver en Universidad de Navarra: | https://innopac.unav.es/record=b3305566x*spi |
| Sumario: | 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. . |
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| Descripción Física: | XV, 240 p., 52 il., 2 il. col |
| Formato: | Forma de acceso: World Wide Web. |
| ISBN: | 9789811002694 |
