用动态规划实现立体匹配的VLSI

Shen-Fu Hsiao, Wen-Ling Wang, Po-Sheng Wu
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引用次数: 4

摘要

基于动态规划的立体匹配包括匹配成本计算(mcc)、最小成本积累(mca)和视差优化(D.O.)三个主要部分。本文提出了两种实现架构:基于阵列的和基于内存的。基于数组的实现是一种类似收缩的设计,由规则连接的处理元素(pe)组成。基于内存的设计以存储单元取代了大部分pe,以降低面积成本。这两种架构都采用双缓冲设计的概念来处理连续图像。实验结果表明,该设计能够在合理的面积成本下实现实时处理速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
VLSI implementations of stereo matching using Dynamic Programming
Dynamic Programming (DP)-based stereo matching consists of three major parts: matching cost computation (M.C.C.), minimum cost accumulation (M.C.A.), and disparity optimization (D.O.). This paper presents two architectures of implementations: array-based and memory-based. The array-based implementation is a systolic-like design consisting of regularly connected processing elements (PEs). The memory-based design replaces most of the PEs by memory units in order to reduce area cost. Both architectures adopt the concept of double buffer designs in order to process contiguous images. Experimental results show that the proposed design can achieve real-time processing speed at reasonable area cost.
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