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Techniques for predicting perceptual video quality based on complementary perceptual quality models

机译:基于互补感知质量模型的感知视频质量预测技术

摘要

In various embodiments, an ensemble prediction application computes a quality score for re-constructed visual content that is derived from visual content. The ensemble prediction application computes a first quality score for the re-constructed video content based on a first set of values for a first set of features and a first model that associates the first set of values with the first quality score. The ensemble prediction application computes a second quality score for the re-constructed video content based on a second set of values for a second set of features and a second model that associates the second set of values with the second quality score. Subsequently, the ensemble prediction application determines an overall quality score for the re-constructed video content based on the first quality score and the second quality score. The overall quality score indicates a level of visual quality associated with streamed video content.
机译:在各个实施例中,整体预测应用计算针对从视觉内容导出的重构的视觉内容的质量得分。集成预测应用基于用于第一组特征的第一组值和将第一组值与第一质量得分相关联的第一模型来计算用于重构的视频内容的第一质量得分。集成预测应用程序基于第二组特征的第二组值和将第二组值与第二质量分数相关联的第二模型,计算重构视频内容的第二质量分数。随后,集合预测应用基于第一质量得分和第二质量得分来确定重构的视频内容的总体质量得分。总体质量得分表示与流式视频内容相关的视觉质量水平。

著录项

  • 公开/公告号AU2019218894A1

    专利类型

  • 公开/公告日2020-08-13

    原文格式PDF

  • 申请/专利权人 NETFLIX INC.;

    申请/专利号AU20190218894

  • 发明设计人 LI ZHI;BAMPIS CHRISTOS;

    申请日2019-02-07

  • 分类号H04N19/154;G06K9/62;G06N3/02;G06T7;H04N19/136;

  • 国家 AU

  • 入库时间 2022-08-21 11:11:53

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