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A No Reference Bitstream-Based Video Quality Assessment Model for H.265/HEVC and H.264/AVC

机译:基于无参​​考比特流的H.265 / HEVC和H.264 / AVC视频质量评估模型

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With the advancement of video coding, network technologies and display devices, there appears greater demands for video quality assessment. The pursuit of higher coding efficiency promotes the development of codecs. H.264/AVC standard is the mainstream of video coding standards these days and will not be completely replaced in the near further. Meanwhile, H.265/High Efficiency Video Coding (HEVC) has been promoted by the Joint Collaborative Team on Video Coding (JCT-VC) to achieve higher coding efficiency, and it will own broader prospects in Ultra-High Definition (UHD) video services. H.264/AVC and H.265/HEVC will co-exist, making it crucial to build a reliable VQA model to support both standards at the same time. In this paper, we propose a no reference bitstream-based VQA model that has the compatibility of both H.264/AVC and H.265/HEVC. The proposed model is based on the coding parameters, as well as the display parameters to make it more generalized in diverse terminal display scenarios. The proposed model was validated for both standards using subjective H.264/AVC database and large-scale HEVC database, demonstrating great performance and outperforming other compared models.
机译:随着视频编码,网络技术和显示设备的发展,对视频质量评估提出了更高的要求。对更高编码效率的追求促进了编解码器的发展。 H.264 / AVC标准是当今视频编码标准的主流,并且在不久的将来不会被完全取代。同时,H.265 /高效视频编码(HEVC)已由视频编码联合协作团队(JCT-VC)推广以实现更高的编码效率,并将在超高清(UHD)视频中拥有更广阔的前景服务。 H.264 / AVC和H.265 / HEVC将共存,因此构建可靠的VQA模型以同时支持这两个标准至关重要。在本文中,我们提出了一种基于无参考比特流的VQA模型,该模型具有H.264 / AVC和H.265 / HEVC的兼容性。所提出的模型基于编码参数以及显示参数,以使其在各种终端显示场景中更加通用。使用主观的H.264 / AVC数据库和大规模HEVC数据库对所提出的模型进行了标准验证,证明了其出色的性能并优于其他比较模型。

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