Design of Video Quality Metrics with Multi-Way Data Analysis A data driven approach
tarafından
Keimel, Christian. author.
Başlık
:
Design of Video Quality Metrics with Multi-Way Data Analysis A data driven approach
Yazar
:
Keimel, Christian. author.
ISBN
:
9789811002694
Yazar
:
Keimel, Christian. author.
Edisyon
:
1st ed. 2016.
Fiziksel Niteleme
:
XV, 240 p. 52 illus., 2 illus. in color. online resource.
Seri
:
T-Labs Series in Telecommunication Services,
İçindekiler
:
Introduction -- Video Quality -- Video Quality Metrics -- Data Analysis Approach -- Two-way Data Analysis -- Multi-way Data Analysis -- Model Building Considerations -- Designing Video Quality Metrics -- Performance Comparison -- Conclusion.
Özet
:
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. .
Konu Başlığı
:
Engineering.
User interfaces (Computer systems).
Electrical engineering.
Signal, Image and Speech Processing.
User Interfaces and Human Computer Interaction.
Communications Engineering, Networks.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 18996-1001 | TK5102.9 | Springer E-Book Collection |