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

Keimel, Christian

 
9789811002687: Design of Video Quality Metrics With Multi-way Data Analysis: A data driven approach
Rilegato
ISBN 10: 9811002681 ISBN 13: 9789811002687
Casa editrice: Springer Nature, 2016

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 Nature
Data di pubblicazione
2016
Lingua
Inglese
ISBN 10 
9811002681
ISBN 13 
9789811002687
Rilegatura
Copertina rigida
Numero edizione
1
Numero di pagine
256
Contatto del produttore
non disponibile
Persona responsabile
ProductSafety@springernature.com
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Altre edizioni note dello stesso titolo

9789811091193: Design of Video Quality Metrics with Multi-Way Data Analysis: A data driven approach

Edizione in evidenza

ISBN 10:  9811091196 ISBN 13:  9789811091193
Casa editrice: Springer, 2018
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