An MCMC based Efficient Parameter Selection Model for x265 Encoder

Yan Huang, Li Song, Rong Xie, Zhengyi Luo, Xiangwen Wang
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引用次数: 1

Abstract

As an open-source and computationally efficient High Efficiency Video Coding (HEVC) encoder, x265 has been gaining increasing popularity in video applications. x265 provides numerous encoding parameters in view of flexibility. However, proper and efficient setting of parameters often becomes a great challenge in practice. In this paper, we deeply investigate the influence of x265 parameters based on the Slow preset and pick out important parameters in terms of efficiency and complexity. Then a Markov Chain Monte Carlo (MCMC) based algorithm is proposed for efficient parameter adaptation at the target encoding time. This paper shows that carefully selected low-complexity encoding configurations can achieve the coding efficiency comparable to that of high-complexity ones. Specifically, average 26.72% encoding time reduction can be achieved while maintaining similar Rate Distortion (RD) performance to x265 presets using the proposed algorithm.
基于MCMC的x265编码器高效参数选择模型
作为一种开源且计算效率高的高效视频编码(HEVC)编码器,x265在视频应用中越来越受欢迎。考虑到灵活性,X265提供了许多编码参数。然而,在实际应用中,如何合理有效地设置参数往往是一个巨大的挑战。在本文中,我们深入研究了基于Slow预设的x265参数的影响,并从效率和复杂度方面挑选出重要的参数。在此基础上,提出了一种基于马尔可夫链蒙特卡罗(MCMC)的目标编码时间参数自适应算法。本文表明,通过精心选择低复杂度的编码结构,可以实现与高复杂度编码结构相当的编码效率。具体来说,使用该算法可以在保持与x265预设相似的率失真(RD)性能的同时,平均减少26.72%的编码时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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