Object Recognition and Path-Drawing for a Mobile Robot

被引:0
|
作者
Maldonado, Ruben [1 ]
Flores-Pulido, Leticia [1 ]
Hernandez Cuamatzi, Patrick [1 ]
Sanchez Perez, Carolina Rocio [1 ]
机构
[1] Autonomous Univ Tlaxcala, Sch Technol & Engn, Apizaco, Tlaxcala, Mexico
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper we propose a vision algorithm to object recognition during a mobile robot's journey in a controlled environment. Furthermore, another algorithm was used to drawing the path of the robot, which is based on the evaluation of a vision algorithm to provide results. The first algorithm uses color processing techniques to achieve an image thresholding and a Harris corner detector to recognize objects in a scene. A graphical user interface has been developed to perform the image analysis and the path-drawing in real time. These algorithms, working together, provided 97% as recognition rate.
引用
收藏
页码:47 / 52
页数:6
相关论文
共 50 条
  • [41] Mobile robot control on a reference path
    Klancar, G
    Matko, D
    Blazic, S
    2005 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL & 13TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1 AND 2, 2005, : 1349 - 1354
  • [42] Path planning simulator for a mobile robot
    Acosta, Carlos
    Moras, Rafael G.
    Computers and Industrial Engineering, 1990, 19 (1-4): : 346 - 350
  • [43] Search strategy of path for mobile robot
    Li, YB
    Li, CH
    Zhang, ZJ
    2005 IEEE International Conference on Vehicular Electronics and Safety Proceedings, 2005, : 222 - 227
  • [44] Path Planning for a Tethered Mobile Robot
    Kim, Soonkyum
    Bhattacharya, Subhrajit
    Kumar, Vijay
    2014 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2014, : 1132 - 1139
  • [45] PATH FINDING MOBILE ROBOT.
    Hirota, Kaoru
    Ariizumi, Yoshihiro
    Hosei Daigaku Kogakubu kenkyu shuho, 1988, (24): : 69 - 78
  • [46] Object recognition and selective handling by a robot
    Declercq, F
    De Keyser, R
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 1999, 25 (02) : 121 - 132
  • [47] Active Object Recognition on a Humanoid Robot
    Browatzki, Bjoern
    Tikhanoff, Vadim
    Metta, Giorgio
    Buelthoff, Heinrich H.
    Wallraven, Christian
    2012 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2012, : 2021 - 2028
  • [48] Object Recognition and Obstacle Avoidance Robot
    Balasubramanian, Karthi
    Arunkumar, R.
    Jayachandran, Jinu
    Jayapal, Vishnu
    Chundatt, Bibin A.
    Freeman, Joshua D.
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 3002 - 3006
  • [49] Object localization and recognition for a grasping robot
    Kefalea, E
    IECON '98 - PROCEEDINGS OF THE 24TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4, 1998, : 2057 - 2062
  • [50] Object Recognition and Selective Handling by a Robot
    F. Declercq
    R. De Keyser
    Journal of Intelligent and Robotic Systems, 1999, 25 : 121 - 132