| Description |
1 online resource (xv, 240 pages) : illustrations (some color) |
| Series |
T-Labs series in telecommunication services, 2192-2810 |
|
T-labs series in telecommunication services, 2192-2810
|
| Contents |
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 |
| Summary |
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 |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
|
Online resource; title from PDF title page (SpringerLink, viewed January 4, 2016) |
| Subject |
Signal processing -- Digital techniques.
|
|
Optical communications.
|
|
TECHNOLOGY & ENGINEERING -- Mechanical.
|
|
Optical communications
|
|
Signal processing -- Digital techniques
|
| Form |
Electronic book
|
| ISBN |
9789811002694 |
|
981100269X |
|
