Design of Video Quality Metrics with Multi-Way Data Analysis: A data driven approach - Couverture souple
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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.
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Design of Video Quality Metrics with Multi-Way Data Analysis: A data driven approach (T-Labs Series in Telecommunication Services)
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Design of Video Quality Metrics with Multi-Way Data Analysis
Edité par
Springer Nature Singapore Mrz 2018, 2018
ISBN 10 : 9811091196
ISBN 13 : 9789811091193
Neuf
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 256 pp. Englisch. N° de réf. du vendeur 9789811091193
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Design of Video Quality Metrics with Multi-Way Data Analysis
Edité par
Springer Singapore, 2018
ISBN 10 : 9811091196
ISBN 13 : 9789811091193
Neuf
Couverture souple
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Proposes a data-driven methodology using multi-way data analysis for the design of video quality metrics Enables video-quality metrics using arbitrary features to be createdDemonstrates that multi-way data analysis methods outperform t. N° de réf. du vendeur 449935312
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Design of Video Quality Metrics with Multi-Way Data Analysis: A data driven approach (T-Labs Series in Telecommunication Services)
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Design of Video Quality Metrics with Multi-Way Data Analysis: A data driven approach (T-Labs Series in Telecommunication Services)
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Design of Video Quality Metrics with Multi-Way Data Analysis: A data driven approach (T-Labs Series in Telecommunication Services)
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Design of Video Quality Metrics with Multi-Way Data Analysis | A data driven approach
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Taschenbuch. Etat : Neu. Design of Video Quality Metrics with Multi-Way Data Analysis | A data driven approach | Christian Keimel | Taschenbuch | xv | Englisch | 2018 | Springer Singapore | EAN 9789811091193 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. N° de réf. du vendeur 113600219
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Design of Video Quality Metrics with Multi-Way Data Analysis
Edité par
Springer Nature Singapore, Springer Nature Singapore Mär 2018, 2018
ISBN 10 : 9811091196
ISBN 13 : 9789811091193
Neuf
Taschenbuch
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
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Taschenbuch. Etat : Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 256 pp. Englisch. N° de réf. du vendeur 9789811091193
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Design of Video Quality Metrics with Multi-Way Data Analysis : A data driven approach
Edité par
Springer Nature Singapore, Springer Nature Singapore, 2018
ISBN 10 : 9811091196
ISBN 13 : 9789811091193
Neuf
Taschenbuch
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Taschenbuch. Etat : 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. N° de réf. du vendeur 9789811091193
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