Design of video quality metrics with multi-way data analysis. A data driven approach.

Keimel, Christian

ISBN 10: 9811002681 / ISBN 13: 9789811002687

Verlag: Singapore, Springer,, 2016

XV, 240 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly damaged cover, apart from this in very good condition. Stamped. T-labs series in telecommunication services. Sprache: Englisch. Bestandsnummer des Verkäufers 650KB

Inhaltsangabe:

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. 

Von der hinteren Coverseite: 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. 

Bibliografische Details

Titel: Design of video quality metrics with ...
Verlag: Singapore, Springer,
Erscheinungsdatum: 2016
Einband: Hardcover