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Fast Rate-Distortion Optimization in H.264/AVC Video Coding

机译:H.264 / AVC视频编码中的快速失真率优化

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摘要

One of the new features in the H.264/AVC encoder is the use of La-grangian Rate-Distortion Optimised (RDO) mode decision at the macroblock (MB) level. This brute-force algorithm searches through the 10 different MB coding modes to obtain the best one for encoding that MB, and is hence computationally expensive. This paper proposes a novel algorithm where the RDO can be reorganized in a better order such that the most likely MB modes will be tried first, and an early termination of the RDO process will be used once the calculated rate-distortion cost (RDcost) is below a preset threshold. The preset threshold is dependent on the RDcost of previous and neighbouring MBs that have been coded. This is based on the observation that the RDcost of an MB in the current frame is highly correlated to a co-located MB in the previous frame. Experimental results have shown that the new algorithm has dramatically reduced the encoding times of up to 61.8%, with negligible increases in bit-rates or PSNR.
机译:H.264 / AVC编码器的新功能之一是在宏块(MB)级别使用拉格朗日速率失真优化(RDO)模式决策。该蛮力算法搜索10种不同的MB编码模式以获得用于对该MB进行编码的最佳编码方式,因此计算量大。本文提出了一种新颖的算法,其中可以以更好的顺序重组RDO,以便首先尝试最可能的MB模式,并且一旦计算出的速率失真成本(RDcost)为RDO,将使用RDO过程的早期终止。低于预设阈值。预设阈值取决于已编码的先前MB和邻近MB的RDcost。这是基于以下观察:当前帧中MB的RDcost与上一帧中位于同一位置的MB高度相关。实验结果表明,该新算法极大地减少了编码时间,最多可减少61.8%,而比特率或PSNR的增加可忽略不计。

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