Design of Video Quality Metrics with Multi-Way Data Analysis: A data driven approach - Brossura

Keimel, Christian

 
9789811091193: Design of Video Quality Metrics with Multi-Way Data Analysis: A data driven approach
Brossura
ISBN 10: 9811091196 ISBN 13: 9789811091193
Casa editrice: Springer, 2018

Sinossi

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. 


Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

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. 

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer
Data di pubblicazione
2018
Lingua
Inglese
ISBN 10 
9811091196
ISBN 13 
9789811091193
Rilegatura
Copertina flessibile
Numero di pagine
256
Contatto del produttore
non disponibile
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Altre edizioni note dello stesso titolo

9789811002687: Design of Video Quality Metrics With Multi-way Data Analysis: A data driven approach

Edizione in evidenza

ISBN 10:  9811002681 ISBN 13:  9789811002687
Casa editrice: Springer Nature, 2016
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