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Fast Algorithm and Architecture Design of Low-Power Integer Motion Estimation for H.264/AVC

机译:H.264 / AVC低功耗整数运动估计的快速算法和架构设计

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In an H.264/AVC video encoder, integer motion estimation (IME) requires 74.29% computational complexity and 77.49% memory access and becomes the most critical component for low-power applications. According to our analysis, an optimal low-power IME engine should be a parallel hardware architecture supporting fast algorithms and efficient data reuse (DR). In this paper, a hardware-oriented fast algorithm is proposed with the intra-/inter-candidate DR considerations. In addition, based on the systolic array and 2-D adder tree architecture, a ladder-shaped search window data arrangement and an advanced searching flow are proposed to efficiently support inter-candidate DR and reduce latency cycles. According to the implementation results, 97% computational complexity is saved by the proposed fast algorithm. In addition, 77.6% memory bandwidth is further saved with the proposed DR techniques at architecture level. In the ultra-low-power mode, the power consumption is 2.13 mW for real-time encoding CIF 30-fps videos at 13.5-MHz operating frequency
机译:在H.264 / AVC视频编码器中,整数运动估计(IME)要求74.29%的计算复杂度和77.49%的内存访问权限,并成为低功耗应用程序中最关键的组件。根据我们的分析,最佳的低功耗IME引擎应该是支持快速算法和有效数据重用(DR)的并行硬件体系结构。本文提出了一种基于硬件的快速算法,考虑了候选对象之间/候选对象之间的DR。此外,基于脉动阵列和二维加法器树结构,提出了梯形搜索窗口数据排列和高级搜索流程,以有效支持候选者之间的DR并减少等待时间。根据实施结果,提出的快速算法节省了97%的计算复杂度。此外,在体系结构级别使用拟议的灾难恢复技术可以进一步节省77.6%的内存带宽。在超低功耗模式下,以13.5MHz工作频率实时编码CIF 30-fps视频的功耗为2.13 mW

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