基于FPGA的树形结构动态规划实时立体视觉系统

Minxi Jin, T. Maruyama
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引用次数: 21

摘要

许多立体视觉硬件系统已经被提出。它们的处理速度非常快,但为了通过简化存储器访问和操作的顺序来实现高处理速度,它们所使用的算法受到限制。它们的错误率无法与软件程序的错误率相比。在本文中,我们描述了一个树结构动态规划算法的FPGA实现。该算法的计算复杂度高于以往的硬件系统,但我们的系统的处理速度仍然足以满足实时应用,其错误率与软件算法相比具有竞争力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A real-time stereo vision system using a tree-structured dynamic programming on FPGA
Many hardware systems for stereo vision have been proposed. Their processing speed is very fast, but the algorithms used in them are limited in order to achieve the high processing speed by simplifying the sequences of the memory accesses and operations. The error rates by them can not compete with those by software programs. In this paper, we describe an FPGA implementation of a tree-structured dynamic programming algorithm. The computational complexity of this algorithm is higher than those by previous hardware systems, but the processing speed of our system is still fast enough for real-time applications, and its error rate is competitive with software algorithms.
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