Research on Intelligent Speech Guide Robot Control Method Based on Machine Vision

被引:0
|
作者
Wang, Zhengbo [1 ]
Ma, Xing [1 ]
Mu, Chunyang [1 ]
机构
[1] North Minzu Univ, Yinchuan, Ningxia, Peoples R China
来源
2019 3RD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE APPLICATIONS AND TECHNOLOGIES (AIAAT 2019) | 2019年 / 646卷
关键词
D O I
10.1088/1757-899X/646/1/012064
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Robotic navigation via speech guidance gain potential attention on the field artificial intelligent and it stat-of-art. This paper highlights speech guide for robot toward machine vision were designed. The robot navigation can determine and identify the objects around the blind area. The process of determining the direction and distance of the blind people to consider for deciding and predicating the next step. The information of the sensors is fused together, and a path information suitable for the blind person is transmitted to the user via speech voice broadcast are the key elements for identification part. Moreover, deep learning algorithm are involve for accurate classifiers target into categories, to archive the highest recognition accuracy. The direction and distance are judgment part to adopt include the improvements binocular ranging, angle measurement algorithm with a consideration of errors marge less than 2%. The novelsystem can -authcorrect and, guide blind people to move froward, advance, stop, turn, which greatly compensates for the visual defects of the blind, with respect of constraint of improving the indoor safety of the blind people.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] A Research for Intelligent Cotton Picking Robot Based on Machine Vision
    Wang, Mulan
    Wei, Jieding
    Yuan, Jianning
    Xu, Kaiyun
    2008 INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, VOLS 1-4, 2008, : 800 - +
  • [2] Research on intelligent control system based on machine vision
    Bian, Ce
    Dai, Fengzhi
    Li, Meili
    Ouyang, Yuxing
    Qin, Yiqiao
    Mao, Runhua
    Wei, Baochang
    Chang, Shengbiao
    ICAROB 2018: PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS, 2018, : 629 - 632
  • [3] Vision based intelligent control for mobile robot
    Peng, Gang
    Huang, Xinhan
    Gao, Jian
    Wu, Yi
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 164 - 164
  • [4] Research on computer vision enhancement in intelligent robot based on machine learning and deep learning
    Ding, Yuhan
    Hua, Lisha
    Li, Shunlei
    NEURAL COMPUTING & APPLICATIONS, 2022, 34 (04): : 2623 - 2635
  • [5] Research into an intelligent logistics handling robot based on front-end machine vision
    Fang, Jing
    Lu, Xiaochun
    Feng, Xiaoyang
    Zhang, Yongjie
    2024 5TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATION, ICCEA 2024, 2024, : 1372 - 1375
  • [6] Research on computer vision enhancement in intelligent robot based on machine learning and deep learning
    Yuhan Ding
    Lisha Hua
    Shunlei Li
    Neural Computing and Applications, 2022, 34 : 2623 - 2635
  • [7] Machine Vision-Based Intelligent Fire Fighting Robot
    Ho, Chao-Ching
    Chen, Ming-Chen
    Lien, Chih-Hao
    ADVANCED DESIGN AND MANUFACTURE III, 2011, 450 : 312 - +
  • [8] Intelligent robot motion trajectory planning based on machine vision
    Yiwen Liu
    Xian Zhang
    Taiguo Qu
    Dong Yin
    Shaowei Deng
    International Journal of System Assurance Engineering and Management, 2023, 14 : 776 - 785
  • [9] Intelligent robot motion trajectory planning based on machine vision
    Liu, Yiwen
    Zhang, Xian
    Qu, Taiguo
    Yin, Dong
    Deng, Shaowei
    INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2023, 14 (02) : 776 - 785
  • [10] Movement Trajectory Control of an Intelligent Mobile Robot Controlled by Machine Vision
    Sun, Jumei
    Chu, Qin
    Liu, Shukai
    SMART AND SUSTAINABLE MANUFACTURING SYSTEMS, 2022, 6 (01): : 121 - 130