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Fast reference frame selection based on content similarity for low complexity HEVC encoder

机译:低复杂度HEVC编码器基于内容相似度的快速参考帧选择

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摘要

The high efficiency video coding (HEVC) is the state-of-the-art video coding standard, which achieves about 50% bit rate saving while maintaining the same visual quality as compared to the H.264/AVC. This achieved coding efficiency benefits from a set of advanced coding tools, such as the multiple reference frames (MRF) based interframe prediction, which efficiently improves the coding efficiency of the HEVC encoder, while it also increases heavy computation into the HEVC encoder. The high encoding complexity becomes a bottleneck for the high definition videos and HEVC encoder to be widely used in real-time and low power multimedia applications. In this paper, we propose a content similarity based fast reference frame selection algorithm for reducing the computational complexity of the multiple reference frames based interframe prediction. Based the large content similarity between the parent prediction unit (Inter_2N x 2N) and the children prediction units (Inter_2N x N, Inter_N x 2N, Inter N x N, Inter_2N x nU, Inter 2N x nD, Inter_nL x 2N, and Inter_nR x 2N), the reference frame selection information of the children prediction units are obtained by learning the results of their parent prediction unit. Experimental results show that the proposed algorithm can reduce about 54.29% and 43.46% MRF encoding time saving for the low-delay-main and random-access-main coding structures, respectively, while the rate distortion performance degradation is negligible. (C) 2016 Elsevier Inc. All rights reserved.
机译:高效视频编码(HEVC)是最新的视频编码标准,与H.264 / AVC相比,它可以节省约50%的比特率,同时保持相同的视觉质量。这种获得的编码效率得益于一组高级编码工具,例如基于多参考帧(MRF)的帧间预测,它可以有效地提高HEVC编码器的编码效率,同时也增加了进入HEVC编码器的繁重计算。高编码复杂度成为高清视频和HEVC编码器在实时和低功耗多媒体应用中广泛使用的瓶颈。在本文中,我们提出了一种基于内容相似度的快速参考帧选择算法,以减少基于多个参考帧的帧间预测的计算复杂性。基于父预测单元(Inter_2N x 2N)和子预测单元(Inter_2N x N,Inter_N x 2N,Inter N x N,Inter_2N x nU,Inter 2N x nD,Inter_nL x 2N和Inter_nR x之间的较大内容相似度2N),通过学习子预测单元的父预测单元的结果来获得子预测单元的参考帧选择信息。实验结果表明,对于低延迟主编码和随机访问主编码结构,该算法分别可节省约54.29%和43.46%的MRF编码时间,而速率失真性能的降低可忽略不计。 (C)2016 Elsevier Inc.保留所有权利。

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    Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Jiangsu Engn Ctr Network Monitoring, Nanjing 210044, Jiangsu, Peoples R China;

    Tianjin Univ, Sch Elect Informat Engn, Tianjin 300072, Peoples R China;

    Tianjin Univ, Sch Elect Informat Engn, Tianjin 300072, Peoples R China;

    Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China;

    Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Jiangsu Engn Ctr Network Monitoring, Nanjing 210044, Jiangsu, Peoples R China;

    City Univ Hong Kong, Dept Comp Sci, Kowloon, Hong Kong, Peoples R China;

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  • 正文语种 eng
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  • 关键词

    Reference frame; Prediction unit; Early termination; HEVC; Video coding;

    机译:参考帧;预测单元;提前终止;HEVC;视频编码;

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