河北水利电力学院学报 ›› 2021, Vol. 31 ›› Issue (4): 17-22+54.DOI: 10.16046/j.cnki.issn2096-5680.2021.04.003

• 技术理论与应用 • 上一篇    下一篇

基于机器视觉的智能导盲机器人系统设计

王政博1,3唐勇1,3陈国栋2, 卢书轩1 , 姚承志1   

  1. 1.河北水利电力学院 电气自动化系,河北省沧州市黄河西路49号 061001;
    2.江苏省先进机器人技术重点实验室,江苏苏州相城区济学路8号 215123;
    3.河北省高校水利自动化与信息化应用技术研发中心,河北省沧州市黄河西路49号 061001
  • 收稿日期:2021-08-05 修回日期:2021-08-15 出版日期:2021-12-31 发布日期:2021-12-27
  • 通讯作者: 唐勇(1971-),男,河北沧州人,副教授,工学硕士,主要从事智能控制研究。E-mail:1576458999@qq.com
  • 作者简介:王政博(1994-),男,河北沧州人,硕士,助教,研究方向为机器视觉。E-mail:yunworthy@163.com
  • 基金资助:
    国家重点研发计划资助项目(2019YFB1310201);沧州市科技计划自筹经费项目(204102006);河北水利电力学院基本科研业务费研究项目-青年科研创新项目(SYKY2019);国家级大学生创新创业训练计划项目(202110085010);河北省高校水利自动化与信息化应用技术研发中心项目

Design of Intelligent Guide Robot System Based on Machine Vision

WANG  Zheng-bo1,3 , TANG Yong1,3, CHEN Guo-dong2, LU Shu-xuan1, YAO Cheng-zhi1   

  1. 1. Hebei University of Water Resources and Electric Engineering, 061001, Cangzhou, Hebei, China;
    2.Jiangsu Provincial Key Laboratory of Advanced Robotics, 215123, Suzhou, JiangSu, China;
    3.Research and Development Center of Water Conservancy Automation and Information Technology in Colleges and Universities of Hebei Province, 061001, Cangzhou, HeBei, China
  • Received:2021-08-05 Revised:2021-08-15 Online:2021-12-31 Published:2021-12-27

摘要: 随着智能化的发展,图像处理技术在我们的生活和生产,特别是智能机器人中的应用越来越广泛。针对目前导盲机器人国内外研究现状,设计了一种基于机器视觉的导盲机器人。本设计可以通过单目测距结合You Only Look Once Version3(YOLO V3)算法检测并识别周围的物体种类和与机器人的距离,并以语音的形式告知盲人;导盲机器人本体结合各类传感器完成自主导航;盲人在机器人的指导下行走,大大的弥补了盲人视觉上的缺陷。从模拟实验环境的结果可以看出,该导盲机器人实现了前进、停止、转弯、避障等功能,实现了指示前方障碍物种类、距离的功能,从而为盲人出行提供了安全的保障。

关键词: 机器视觉, 导盲机器人, 避障, 测距

Abstract: With the development of intelligence, image processing technology has become more and more widely used in our lives and production, especially in intelligent robots. Aiming at the current research status of blind guide robots at home and abroad, a kind of blind guide robot based on machine vision is designed. This design can detect and recognize the types of surrounding objects and the distance to the robot through monocular distance measurement combined with You Only Look Once Version3 (YOLO V3) algorithm, and inform the blind by phonetic sound. Guide robot completes autonomous combined with various sensors navigation; the blind person walks under the guidance of robots, which greatly compensates for the blind,s visual defects. From the results of the simulation experiment environment, it can be seen that the guide robot realizes the functions of advance, stop, turn and obstacle avoidance, which can also realize the function of indicating the type and distance of the obstacle in front, thereby providing a safe guarantee for the blind to travel.

Key words: machine vision, guide robot, obstacle avoidance, ranging

中图分类号: