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Motion estimation using MSD-first processing

机译:使用MSD优先处理的运动估计

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A new most-significant-digit-first (MSD-first) motion estimation (ME) algorithm based on online arithmetic is proposed in the paper, together with its associated architecture. High-performance ME architectures are crucial for high-quality video applications with high resolution and frame rate, such as HDTV, DVD-video recorders and digital camcorders. The proposed algorithm decomposes the summation of absolute difference (SAD) and the comparison operations of full search block matching (FSBM) into digit level. The digit-level comparisons are interleaved into the separated SAD operations to distinguish the motion vector (MV) as early as possible. It operates in the MSD-first manner and eliminates redundant operations for less significant digits, while still extracting the exact MV of the selected search algorithm. The authors also demonstrate the online arithmetic designs for SAD and comparison, which are two primitive operations in the proposed algorithm. The proposed method saves 47.4% to 64.3% SAD computations of FSBM. In the implementation, a 4×4 array processor of the proposed ME using online arithmetic has a 2.84 ns critical path and 1510 gates with 0.35 Μm IP4M CMOS cell library. It supports 83 mega 4×4 block matching per second and also reduces the ME operations of other fast search algorithms.
机译:提出了一种新的基于在线算法的高位优先(MSD-first)运动估计(ME)算法及其相关架构。高性能ME体系结构对于高分辨率和帧速率的高质量视频应用至关重要,例如HDTV,DVD视频录像机和数码摄像机。所提出的算法将绝对差之和(SAD)和完全搜索块匹配(FSBM)的比较操作分解为数字级。将数字级比较插入到单独的SAD操作中,以尽早区分运动矢量(MV)。它以MSD优先的方式操作,消除了有效位数较低的冗余操作,同时仍提取所选搜索算法的精确MV。作者还演示了SAD和比较的在线算法设计,这是所提出算法中的两个原始运算。所提出的方法节省了FSBM的47.4%至64.3%的SAD计算。在实施中,使用在线算法的所提出的ME的4×4阵列处理器具有2.84ns的关键路径和具有0.35μmIP4M CMOS单元库的1510个门。它每秒支持83兆4×4块匹配,还减少了其他快速搜索算法的ME操作。

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