首页> 外文会议>2010 IEEE International Conference on Multimedia and Expo >Fast mode decision algorithm based on thread-level parallelization and thread slipstreaming in H.264 video coding
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Fast mode decision algorithm based on thread-level parallelization and thread slipstreaming in H.264 video coding

机译:H.264视频编码中基于线程级并行化和线程滑移的快速模式决策算法

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As multicore processors have become a general in computer architecture, parallel algorithms and software designs based on thread-level parallelization are rapidly gaining importance in compute-intensive applications. However, it is difficult to exploit thread-level parallelism for multimedia applications like video encoders due to complicated data/control dependences. In particular, the H.264 encoder has data dependences between the inter mode decision and the intra mode decision, especially when rate-distortion optimization (RDO) is used. This paper proposes a new RDO mode decision algorithm based on thread-level parallelization for the H.264 encoder, which can efficiently resolve the dependences and exploit thread-level parallelism for fast mode decision. The proposed methods, slipstreaming and skipping mechanisms reduce the total encoding time without PSNR loss and bit rate increment. These mechanisms can remove most of computation overhead for RDO intra mode decision as well as improve the computational performance of motion estimation. The experiments performed with JM12.2 showed that the proposed method reduces the total encoding time by 31.3% on average while maintaining the identical PSNR and bit rate.
机译:由于多核处理器已成为计算机体系结构中的通用技术,因此基于线程级并行化的并行算法和软件设计在计算密集型应用中迅速变得越来越重要。但是,由于复杂的数据/控制相关性,难以为诸如视频编码器之类的多媒体应用开发线程级并行性。尤其是,H.264编码器在帧间模式决策和帧内模式决策之间具有数据依赖性,尤其是在使用速率失真优化(RDO)时。本文针对H.264编码器提出了一种新的基于线程级并行化的RDO模式决策算法,该算法可以有效地解决依赖关系,并利用线程级并行性进行快速模式决策。所提出的方法,滑流和跳过机制减少了总编码时间,而没有PSNR损失和比特率增加。这些机制可以消除RDO帧内模式决策的大部分计算开销,并提高运动估计的计算性能。使用JM12.2进行的实验表明,该方法平均将总编码时间减少了31.3%,同时保持了相同的PSNR和比特率。

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