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基于FPGA嵌入式视觉的导盲算法实现
引用本文:孙鑫宇,储辉,杨天歌,高天维,王嵘,万永菁.基于FPGA嵌入式视觉的导盲算法实现[J].计算技术与自动化,2020,39(1):79-83.
作者姓名:孙鑫宇  储辉  杨天歌  高天维  王嵘  万永菁
作者单位:华东理工大学自动化系,上海,200237
基金项目:国家自然科学基金;教育部卓越工程师教育培养计划项目产学合作协同育人项目
摘    要:项目在FPGA平台上实现了一系列的图像处理算法。通过HSV色彩空间上的阈值判断、形态学滤波等方法识别出了一张图像中的盲道成分,加以一系列的分析判断,得出盲道的详细情况,并充分发挥了FPGA的高速并行特点,实现了每秒千帧的超高速处理。结果表明,系统具有很高的识别准确度与很强的环境适应性。

关 键 词:FPGA  盲道识别  嵌入式视觉

Blind-guiding Algorithms Based on FPGA Embedded Vision
SUN Xin-yu,CHU Hui,YANG Tian-ge,GAO Tian-wei,WANG Rong,WAN Yong-jing.Blind-guiding Algorithms Based on FPGA Embedded Vision[J].Computing Technology and Automation,2020,39(1):79-83.
Authors:SUN Xin-yu  CHU Hui  YANG Tian-ge  GAO Tian-wei  WANG Rong  WAN Yong-jing
Affiliation:(School of Automation,East China University of Science and Technology,Shanghai 200237,China)
Abstract:Our project implements a series of image processing algorithms on the FPGA platform.Through the morphological filtering on the HSV color space and threshold judgment,the blind sidewalk components in an image are identified,and a series of analysis and judgment are made to obtain the details of the blind sidewalk,and the high-speed parallel characteristics of the FPGA are fully utilized to realize ultra-high speed processing of thousands of frames per second.The final result shows that the system has high recognition accuracy and strong environmental adaptability.
Keywords:FPGA  blind sidewalk identification  embedded vision
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