Keimel, Christian. <br/><br/>
Design of Video Quality Metrics with Multi-Way Data Analysis  A data driven approach /  [electronic resource] : 
by Christian Keimel. 
 - 1st ed. 2016. 
 - XV, 240 p. 52 illus., 2 illus. in color.  online resource. 
 - T-Labs Series in Telecommunication Services,  2192-2829 .
 - T-Labs Series in Telecommunication Services, .
<br/><br/>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. 
<br/><br/> 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. . 
<br/><br/><label>ISBN: </label>9789811002694 
<br/><br/><label>Standard No.: </label>10.1007/978-981-10-0269-4  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Signal processing.<br/>User interfaces (Computer systems).<br/>Human-computer interaction.<br/>Telecommunication.<br/>Signal, Speech and Image Processing .<br/>User Interfaces and Human Computer Interaction.<br/>Communications Engineering, Networks.
<br/><br/><label>LC Class. No.: </label>TK5102.9 
<br/><br/><label>Dewey Class. No.: </label>621.382