Compact FPGA-Based Systolic Array Architecture for Motion Estimation Using Full Search Block Matching

G. Saldaha, M. Arias-Estrada
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引用次数: 1

Abstract

Motion estimation constitutes a significant computational part of video compression standards such as MPEG4. The present work focuses on the development of a reconfigurable systolic-based architecture implementing the full search block matching algorithm which is highly computing intensive and requires a large bandwidth to obtain real-time performance. The architecture comprises a smart memory scheme to reduce the number of access to image memory and router elements to handle data movement among different structures inside the same architecture, adding the possibility of chaining interconnection of multiple processing blocks. Every PE in the array includes a double ALU in order to search multiple macro-blocks in parallel. Results show that a peak performance in the order of 9 GOPS can be achieved.
基于全搜索块匹配的紧凑型fpga收缩阵列运动估计结构
运动估计是MPEG4等视频压缩标准中重要的计算部分。目前的工作重点是开发一种可重构的基于收缩的架构,实现全搜索块匹配算法,该算法计算量大,需要大带宽才能获得实时性能。该体系结构包括一种智能存储器方案,用于减少对映像存储器的访问次数,以及一种路由器元件,用于处理同一体系结构内不同结构之间的数据移动,增加了多个处理块的链式互连的可能性。数组中的每个PE都包含一个双ALU,以便并行搜索多个宏块。结果表明,该方法可以达到9 GOPS左右的峰值性能。
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