9789811091193 - Design of Video Quality Metrics with Multi-Way Data Analysis: A data driven approach (T-Labs Series in Telecommunication Services) von Keimel, Christian (3 Ergebnisse)

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Taschenbuch. Zustand: Neu. Design of Video Quality Metrics with Multi-Way Data Analysis | A data driven approach | Christian Keimel | Taschenbuch | T-Labs Series in Telecommunication Services | xv | Englisch | 2018 | Springer | EAN 9789811091193 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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.