在FPGA上实现一种立体视觉算法

Dmitry I. Ustukov, Y. Muratov, M. Nikiforov, V. Gurov
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引用次数: 9

摘要

密集立体视觉算法对于设计自主移动物体的计算机视觉系统具有重要意义。现代FPGA是设计高性能、低功耗专用计算器的理想选择。然而,在FPGA中综合这些算法会造成很大的困难(缺乏晶体资源,信号传播延迟等)。本文综述了在XILINX XC7VX485T FPGA上实现立体视觉算法综合的方法和思路。给出了合成所需晶体资源的评估以及Virtex 7v707调试套件的固件运行结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementing one of stereovision algorithms on FPGA
Algorithms of dense stereovision can be of great interest for designing computer vision systems of autonomous mobile objects. Modern FPGA are the ideal choice in case of designing high-performance special-purpose calculators with low power consumption. Nevertheless the synthesis of these algorithms in FPGA causes substantial difficulties (lack of crystal resources, delays in signal propagation, etc.). The article gives the review of methods and ideas implemented in case of synthesis of stereovision algorithms on FPGA XILINX XC7VX485T. The evaluation of crystal resources required for synthesis as well as the result of firmware operation in Virtex 7 v707 debugging kit are given.
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