基于FPGA进化计算的巡逻服务机器人视觉导航系统

K. Asami, H. Hagiwara, M. Komori
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引用次数: 7

摘要

介绍了一种基于FPGA的巡逻服务机器人视觉导航系统,该系统采用图像处理和进化计算技术。图像处理和进化计算作为原始逻辑在可重构器件中实现。图像处理电路从CMOS相机中捕获数字图像,提取图像中的边缘和特征点进行自定位,以调整旅行地图数据上的当前路线。遗传算法根据不同的光照环境优化滤波操作的阈值。视觉导航系统是将机器人视觉的柔性硬件电路与实时软件应用相结合而开发出来的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visual navigation system based on evolutionary computation on FPGA for patrol service robot
The visual navigation system for a patrol service robot using image processing and evolutionary computation on FPGA is presented. The image processing and evolutionary computation are implemented into a reconfigurable device as original logic. The image processing circuit captures digital images from CMOS camera, extracts the edge and feature points in the images for self-localization to adjust the current course on the traveling map data. The genetic algorithm optimizes threshold values for the filtering operations according to various lighting environments. The visual navigation system has been developed for the linkage between flexible hardware circuits and real-time software applications for robot vision purpose.
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