Object Tracking with a Multiagent Robot System and a Stereo Vision Camera

被引:20
|
作者
Suligoj, Filip [1 ]
Sekoranja, Bojan [1 ]
Svaco, Marko [1 ]
Jerbic, Bojan [1 ]
机构
[1] Univ Zagreb, Fac Mech Enigineering & Naval Arhitecture, Dept Robot & Prod Syst Automat, Zagreb 10000, Croatia
关键词
object tracking; robotic manipulation; stereo vision; image processing; object recognition; FRAMEWORK;
D O I
10.1016/j.proeng.2014.03.077
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
When working with a robot in terms of object manipulation the essential information is relative position between robot's tool center point (TCP) and the object of interest. This paper proposes a method of frame relative displacement and describes a working multiagent robot application that can be used for tracking, tooling or handling operations with the use of stereo vision in unstructured laboratory environment. Robot system is composed of two Fanuc robot arms, one of which carries a stereo vision camera system and the other which is guided in relation to object of interest. The latter robot has a marker that is used for navigation between the robot and the object of interest. Image processing, marker detection, 3-D coordinates extraction, coordinate system transformations, offset coordinates calculation and communication are handled using c++ multithread program and TCP/IP protocol. (C) 2014 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:968 / 973
页数:6
相关论文
共 50 条
  • [31] A Practical Method for Camera Calibration in Stereo Vision Mobile Robot Navigation
    Hamzah, R. A.
    Abd Ghani, S. F.
    Kadmin, A. F.
    Aziz, K. A. A.
    [J]. 2012 IEEE STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED), 2012,
  • [32] Object Detection and Obstacle Avoidance for Mobile Robot using Stereo Camera
    Lagisetty, R.
    Philip, N. K.
    Padhi, R.
    Bhat, M. S.
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA), 2013, : 605 - 610
  • [33] Simple stereo vision system for real-time object recognition for an autonomous mobile robot
    Novak, G
    Bais, A
    Mahlknecht, S
    [J]. ICCC 2004: SECOND IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL CYBERNETICS, PROCEEDINGS, 2004, : 213 - 216
  • [34] Cooperative Surveillance System with Fixed Camera Object Localization and Mobile Robot Target Tracking
    Chia, Chih-Chun
    Chan, Wei-Kai
    Chien, Shao-Yi
    [J]. ADVANCES IN IMAGE AND VIDEO TECHNOLOGY, PROCEEDINGS, 2009, 5414 : 886 - +
  • [35] An omnidirectional stereo vision system using a single camera
    Yi, Sooyeong
    Ahuja, Narendra
    [J]. 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 4, PROCEEDINGS, 2006, : 861 - +
  • [36] Tracking a Moving Object with Mobile Robot Based on Vision
    Lin Rui
    Du Zhijiang
    He Fujun
    Kong Minxiu
    Sun Lining
    [J]. 2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-8, 2008, : 716 - 720
  • [37] A novel omnidirectional stereo vision system with a single camera
    Yi, Sooyeong
    Ahuja, Narendra
    [J]. IMAGE ANALYSIS AND RECOGNITION, PT 2, 2006, 4142 : 146 - 156
  • [38] Moving Object Tracking based on Mobile Robot Vision
    Lin Rui
    Du Zhijiang
    Sun Lining
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-7, CONFERENCE PROCEEDINGS, 2009, : 3625 - 3630
  • [39] Tracking in Sparse Multi-Camera Setups using Stereo Vision
    Englebienne, Gwenn
    van Oosterhout, Tim
    Krose, Ben
    [J]. 2009 THIRD ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS, 2009, : 322 - +
  • [40] Target Tracking for a Mobile Robot with a Stereo Camera Considering Illumination Changes
    Isobe, Yuzuka
    Masuyama, Gakuto
    Umeda, Kazunori
    [J]. 2015 IEEE/SICE INTERNATIONAL SYMPOSIUM ON SYSTEM INTEGRATION (SII), 2015, : 702 - 707