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Titlebook: Design of Video Quality Metrics with Multi-Way Data Analysis; A data driven approa Christian Keimel Book 2016 Springer Science+Business Med

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发表于 2025-3-21 16:12:44 | 显示全部楼层 |阅读模式
书目名称Design of Video Quality Metrics with Multi-Way Data Analysis
副标题A data driven approa
编辑Christian Keimel
视频video
概述Proposes a data-driven methodology using multi-way data analysis for the design of video quality metrics.Enables video-quality metrics using arbitrary features to be created.Demonstrates that multi-wa
丛书名称T-Labs Series in Telecommunication Services
图书封面Titlebook: Design of Video Quality Metrics with Multi-Way Data Analysis; A data driven approa Christian Keimel Book 2016 Springer Science+Business Med
描述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. .
出版日期Book 2016
关键词multi-way data analysis; H,264/AVC; video quality metrics; TUM1080p50; LIVE Video Quality
版次1
doihttps://doi.org/10.1007/978-981-10-0269-4
isbn_softcover978-981-10-9119-3
isbn_ebook978-981-10-0269-4Series ISSN 2192-2810 Series E-ISSN 2192-2829
issn_series 2192-2810
copyrightSpringer Science+Business Media Singapore 2016
The information of publication is updating

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Design of Video Quality Metrics with Multi-Way Data AnalysisA data driven approa
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Video Quality Metricsetric should fulfil are introduced and a classification scheme for video quality metrics is proposed. The requirements and classification scheme are then used to provide a comprehensive review of the state-of-the art in video quality metrics.
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Data Analysis Approachse the data without bias in a purely data driven approach. The interactions between features and quality emerge during the analysis and are then used to build prediction models in order to estimate the subjective visual quality from the objective features. In this chapter, the data analysis approach
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Book 2016rics 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 vi
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2192-2810 arbitrary features to be created.Demonstrates that multi-waThis 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 re
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