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Rate control Scheme based on Cauchy R-D Optimization Model for H.264/AVC under Low Delay Constraint

机译:低延迟约束下基于Cauchy R-D优化模型的速率控制方案

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Base on the observation that Cauchy distribution provides an accurate estimates of rate and distortion characteristics of video sequences. In this paper, we propose to use a new rate control scheme based on Cauchy R-D optimization model for bit allocation of H.264 for low delay constraint. One solution which has been proposed in this paper use the Lagrange Multiplier technique as the cost function to find rate and distortion model subject to target bit rate constraint resulting in optimum of quantization step sizes. Model parameters are estimated using linear regression analysis. We propose a simple rate control scheme that achieves for new Cauchy R-D model in basic unit layer under low delay constraint. The target bits for each frame are determined according to their buffer status, combined with number of bits use in the previous frame. The technique proposed has been implemented on H.264 video coder. Experimental showed that the proposed can be achieves an improvement of average PSNR with smooth video quality and less frame skipping compared to the JM8.6 rate control.
机译:基于观察结果,Cauchy分布提供了视频序列的准确估计速率和失真特征。在本文中,我们建议使用基于Cauchy R-D优化模型的新速率控制方案进行H.264的比特分配,用于低延迟约束。本文提出的一种解决方案使用LAGRANG MOVERPOR技术作为优点函数,以找到目标比特率约束的速率和失真模型,从而导致量化步长尺寸的最佳值。使用线性回归分析估计模型参数。我们提出了一种简单的速率控制方案,在低延迟约束下为基本单元层进行了新的Cauchy R-D模型。每个帧的目标位根据其缓冲状态确定,与前一帧中使用的比特数组合。提出的技术已经在H.264视频编码器上实现。实验表明,与JM8.6速率控制相比,所提出的可以实现具有光滑的视频质量和较少的帧跳跃的平均PSNR。

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