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

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...

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Detaylı Bibliyografya
Yazar: Keimel, Christian (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Singapore : Springer Nature Singapore : 2016.
Imprint: Springer,
Edisyon:1st ed. 2016.
Seri Bilgileri:T-Labs Series in Telecommunication Services,
Konular:
Signal processing.
User interfaces (Computer systems).
Human-computer interaction.
Telecommunication.
Signal, Speech and Image Processing.
User Interfaces and Human Computer Interaction.
Communications Engineering, Networks.
Online Erişim:Full-text access
Diğer Bilgiler
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. .
Fiziksel Özellikler:XV, 240 p. 52 illus., 2 illus. in color. online resource.
ISBN:9789811002694
ISSN:2192-2829
DOI:10.1007/978-981-10-0269-4

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