Customizable FPGA-based architecture for video applications in real time

G. Saldaña-González, M. Arias-Estrada
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引用次数: 2

Abstract

This paper describes an efficient reconfigurable architecture suitable for full-search block-matching motion estimation with minimum latency and maximum throughput, based on a systolic array. The architecture is characterized by low memory bandwidth requirements, a modular and highly flexible structure based on Router elements to handle processing blocks interconnection from a high level pipeline scheme. Every PE in the array includes a double ALU in order to search multiple macro-blocks in parallel. The functionality has been extended to support operations involved in some low-level algorithms which include image filtering, matrix-matrix multiplication, morphological operations and pyramid processing. The architecture provides a flexible solution under real-time constraints and constitutes a platform to pursue the implementation of higher complexity algorithms. Preliminary results show that a peak performance in the order of GOPS can be achieved
可定制的基于fpga的架构,用于实时视频应用
本文描述了一种基于收缩阵列的高效可重构结构,适用于具有最小延迟和最大吞吐量的全搜索块匹配运动估计。该体系结构的特点是内存带宽要求低,基于Router元素的模块化和高度灵活的结构,以处理来自高层管道方案的处理块互连。数组中的每个PE都包含一个双ALU,以便并行搜索多个宏块。该功能已扩展到支持涉及一些低级算法的操作,包括图像滤波,矩阵-矩阵乘法,形态操作和金字塔处理。该体系结构提供了实时约束下的灵活解决方案,并构成了追求更高复杂度算法实现的平台。初步结果表明,该算法可以达到GOPS量级的峰值性能
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