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A Parallel Memory System for Variable Block-Size Motion Estimation Algorithms

机译:可变块大小运动估计算法的并行存储系统

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This paper proposes an efficient parallel memory system for algorithms applied in fixed and variable block-size motion estimation (VBSME). The proposed system is implemented by a novel combination of two parallel memory architectures. The distribution of data among the memory modules is modified over contemporary approaches and the optimized address computation unit enables a rapid address generation for accessed memory locations. Furthermore, the introduced data permutation scheme organizes data efficiently for storage and retrieval. The proposed system enables up to 4 X speedup in data storage and retrieves data up to 55% faster for VBSME compared with the reference implementations. With a 0.18- mum CMOS technology, the proposed memory addressing and data permutation scheme can be clocked at 980 MHz operating frequency with a cost of less than 6 kgates. On FPGA, the system can operate at 200 MHz with less than 700 logic elements. The results show that the proposed system is applicable to real-time VBSME at HDTV resolution.
机译:本文针对固定和可变块大小运动估计(VBSME)中应用的算法提出了一种有效的并行存储系统。所提出的系统是通过两个并行存储器体系结构的新颖组合来实现的。存储器模块之间的数据分配通过现代方法进行了修改,优化的地址计算单元可为访问的存储器位置快速生成地址。此外,引入的数据排列方案可以有效地组织数据以进行存储和检索。与参考实现相比,VBSME所建议的系统可使数据存储速度提高4倍,并且检索数据的速度提高55%。利用0.18微米CMOS技术,可以在980 MHz的工作频率上为建议的存储器寻址和数据置换方案提供时钟,而成本却不到6千克。在FPGA上,该系统可以在不到200个逻辑单元的情况下以200 MHz的频率运行。结果表明,该系统适用于高清电视分辨率的实时VBSME。

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