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
  • [1] Dynamic object recognition and tracking of mobile robot by monocular vision
    Liu, Lei
    Wang, Yongji
    [J]. MIPPR 2007: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS; AND MULTISPECTRAL IMAGE ACQUISITION, PTS 1 AND 2, 2007, 6786
  • [2] Autonomous meshing, texturing and recognition of object models with a mobile robot
    Ambrus, Rares
    Bore, Nils
    Folkesson, John
    Jensfelt, Patric
    [J]. 2017 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2017, : 5071 - 5078
  • [3] Object recognition for an agent-based controlled mobile robot
    Bastos, TF
    Sarcinelli, M
    Freire, EO
    Freitas, RAD
    Schneebeli, HJ
    [J]. INTELLIGENT MANUFACTURING SYSTEMS 1998 (IMS'98), 1999, : 263 - 268
  • [4] Observation Planning for Object Search by a Mobile Robot with Uncertain Recognition
    Boussard, Matthieu
    Miura, Jun
    [J]. INTELLIGENT AUTONOMOUS SYSTEMS 12 , VOL 2, 2013, 194 : 101 - +
  • [5] A neural network for object recognition through sonar on a mobile robot
    Streilein, WW
    Gaudiano, P
    Carpenter, GA
    [J]. JOINT CONFERENCE ON THE SCIENCE AND TECHNOLOGY OF INTELLIGENT SYSTEMS, 1998, : 271 - 276
  • [6] Rotated drawing and object recognition
    Turnbull, OH
    [J]. BRAIN AND COGNITION, 1996, 32 (02) : 120 - 124
  • [7] Indoor scene recognition by a mobile robot through adaptive object detection
    Espinace, P.
    Kollar, T.
    Roy, N.
    Soto, A.
    [J]. ROBOTICS AND AUTONOMOUS SYSTEMS, 2013, 61 (09) : 932 - 947
  • [8] Mobile robot localization using fusion of object recognition and range information
    Yim, Byung-Doo
    Lee, Yong-Ju
    Song, Jae-Bok
    Chung, Woojin
    [J]. PROCEEDINGS OF THE 2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-10, 2007, : 3533 - +
  • [9] Mobile Robot Object Recognition in The Internet of Things based on Fog Computing
    Fu, Meixia
    Sun, Songlin
    Ni, Kaili
    Hou, Xiaoying
    [J]. 2019 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2019, : 1838 - 1842
  • [10] Integrating active mobile robot object recognition and SLAM in natural environments
    Ekvall, Staffan
    Jensfelt, Patric
    Kragic, Danica
    [J]. 2006 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-12, 2006, : 5792 - +