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Adaptive search range adjustment and multiframe selection algorithm for motion estimation in H.264/AVC

机译:H.264 / AVC中用于运动估计的自适应搜索范围调整和多帧选择算法

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摘要

The H.264/AVC video standard adopts a fixed search range (SR) and fixed reference frame (RF) for motion estimation. These fixed settings result in a heavy computational load in the video encoder. We propose a dynamic SR and multiframe selection algorithm to improve the computational efficiency of motion estimation. By exploiting the relationship between the predicted motion vector and the SR size, we develop an adaptive SR adjustment algorithm. We also design a RF selection scheme based on the correlation between the different block sizes of the macroblock. Experimental results show that our algorithm can significantly reduce the computational complexity of motion estimation compared with the JM15.1 reference software, with a negligible decrease in peak signal-to-noise ratio and a slight increase in bit rate. Our algorithm also outperforms existing methods in terms of its low complexity and high coding quality.
机译:H.264 / AVC视频标准采用固定搜索范围(SR)和固定参考帧(RF)进行运动估计。这些固定的设置会导致视频编码器的计算负担沉重。我们提出了动态SR和多帧选择算法,以提高运动估计的计算效率。通过利用预测运动矢量和SR大小之间的关系,我们开发了一种自适应SR调整算法。我们还基于宏块的不同块大小之间的相关性设计了一种RF选择方案。实验结果表明,与JM15.1参考软件相比,我们的算法可以显着降低运动估计的计算复杂度,峰值信噪比的降低可忽略不计,而比特率则略有提高。我们的算法在低复杂度和高编码质量方面也优于现有方法。

著录项

  • 来源
    《Journal of electronic imaging》 |2013年第2期|021031.1-021031.8|共8页
  • 作者单位

    Microelectronics Center Harbin Institute of Technology Harbin 150001, China;

    Microelectronics Center Harbin Institute of Technology Harbin 150001, China;

    Microelectronics Center Harbin Institute of Technology Harbin 150001, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-18 01:17:34

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