Design of video quality metrics with multi-way data analysis [electronic resource] : a data driven approach / Christian Keimel.

Unlimited

Authorized users

Can lend chapters, not whole ebooks

Design of video quality metrics with multi-way data analysis [electronic resource] : a data driven approach / Christian Keimel.

9789811002694 (electronic book)
981100269X (electronic book)
9811002681
9789811002687

Singapore : Springer, 2016.

English

1 online resource (xv, 240 pages) : illustrations.

10.1007/978-981-10-0269-4 doi

TK5102.9

621.382/2

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.

Includes bibliographical references and index.

Access limited to authorized users.

Online resource; title from PDF title page (SpringerLink, viewed January 4, 2016).

T-labs series in telecommunication services.

Print version: 9789811002687

Online Resources > Ebooks
All Resources