Research on a robot landmark localization system based on monocular camera

被引:0
|
作者
Luo Yuan [1 ]
Xu Xiaodong [1 ]
Zhang Yi [1 ]
机构
[1] Chongqing Univ Posts & Telecommun, Res Ctr Intelligent Syst & Robot, Chongqing 400065, Peoples R China
关键词
mobile robot; monocular camera; landmark; localization;
D O I
10.1117/12.725579
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Robot localization is very important for the researching of intelligent robotics. The accurate of the robot coordinate will influence the control accuracy of the robot's moving action. So, it is essential for robot itself to have the ability to realize the modifying of coordinate of its own in real time when it is moving. In this paper, a robot landmark localization system based on a monocular camera is researched theoretical and experimental. Three longitudinal landmarks are used to assure the robust of the system. Digital image processing technology is enrolled to revise the image stretching and decrease the disturbing of noise. The experiments based on Pioneer III mobile robot show that this system can work well at different topographic situation without lose of signposts.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Mobile Robot Simultaneous Localization and Mapping Based on a Monocular Camera
    Jia, Songmin
    Wang, Ke
    Li, Xiuzhi
    JOURNAL OF ROBOTICS, 2016, 2016
  • [2] Research on visual guidance algorithm of forking robot based on monocular camera
    Li Zhiyuan
    Ye Demao
    AOPC 2020: OPTICS ULTRA PRECISION MANUFACTURING AND TESTING, 2020, 11568
  • [3] Mobile Robot Localization and Navigation System Based on Monocular Vision
    贾云伟
    刘铁根
    高丽兰
    王聃
    Transactions of Tianjin University, 2012, 18 (05) : 335 - 342
  • [4] Mobile Robot Localization and Navigation System Based on Monocular Vision
    贾云伟
    刘铁根
    高丽兰
    王聃
    Transactions of Tianjin University, 2012, (05) : 335 - 342
  • [5] Mobile robot localization and navigation system based on monocular vision
    Yunwei Jia
    Tiegen Liu
    Lilan Gao
    Dan Wang
    Transactions of Tianjin University, 2012, 18 (5) : 335 - 342
  • [6] Target Recognition and Localization of Mobile Robot with Monocular PTZ Camera
    Wang, Hongxing
    Li, Ruifeng
    Gao, Yunfeng
    Cao, Chuqing
    Ge, Lianzheng
    Xie, Xiong
    JOURNAL OF ROBOTICS, 2019, 2019
  • [7] Natural Landmark-based Monocular Localization for MAVs
    Wendel, Andreas
    Irschara, Arnold
    Bischof, Horst
    2011 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2011,
  • [8] Range Identification of a Mobile Robot with a Monocular Camera System
    Zhang, Xuebo
    Fang, Yongchun
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 2632 - 2637
  • [9] Localization Based on Floor Line Map Using Monocular Camera for Factory Autonomous Mobile Robot
    Hirayama, Daiki
    Hagio, Shinji
    Murase, Kimiya
    Sugiura, Katsuya
    Kuno, Kazuhiro
    Noba, Masahiro
    Ohya, Akihisa
    Tsubouchi, Takashi
    Yorozu, Ayanori
    2024 10TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND ROBOTICS ENGINEERING, ICMRE, 2024, : 80 - 85
  • [10] A Probabilistic Feature Map-Based Localization System Using a Monocular Camera
    Kim, Hyungjin
    Lee, Donghwa
    Oh, Taekjun
    Choi, Hyun-Taek
    Myung, Hyun
    SENSORS, 2015, 15 (09) : 21636 - 21659