Tracking System of Motion Object for Scout Robot

被引:0
|
作者
Chen, Diansheng [1 ]
Bai, Feng [1 ]
Xie, Yi [2 ]
Wang, Tianmiao [1 ]
机构
[1] Beihang Univ, Inst Robot, Beijing, Peoples R China
[2] Beijing Mapabc Co Ltd, Beijing, Peoples R China
关键词
Scout robot; active camera; pan/tilt; object detection; motion control;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A camera can assist a robot to detect and track objects when it is used in a scout robot system, and hence, help the robot to navigate. This paper discusses problems of tracking a human face where an active camera is installed on a 2 DOF pan and tilt. Kinematics model between object in motion and image of camera is built. The face detection and tracking algorithm is introduced which uses complexion color as a feature. Opening operation in morphology is carried, and the person in motion is successfully found. The centroid of the human face is computed, and transformed to the move of pan and tilt in degree, respectively. Then, commands are sent to the motion controller so as to drive the motors to track the face. Principle and algorithm of the motion controller are presented. Experiments show that the face can be effectively detected and tracked based on these methods.
引用
收藏
页码:1111 / +
页数:2
相关论文
共 50 条
  • [1] Scout robot motion model
    Stoeter, SA
    Burt, IT
    Papanikolopoulos, N
    2003 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2003, : 90 - 95
  • [2] An approach to tracking motion of mobile robot for moving object
    Miyata, J
    Murakami, T
    Ohnishi, K
    IECON 2000: 26TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4: 21ST CENTURY TECHNOLOGIES AND INDUSTRIAL OPPORTUNITIES, 2000, : 2249 - 2254
  • [3] A Flexible Object Tracking System for Planary Motion
    Liao, Qinghai
    Zhang, Wencong
    Shi, Peng
    Liu, Ming
    2016 IEEE INTERNATIONAL CONFERENCE ON REAL-TIME COMPUTING AND ROBOTICS (IEEE RCAR), 2016, : 362 - 367
  • [4] Robot motion tracking system with multiple views
    Yamano, H
    Saito, H
    INTELLIGENT ROBOTS AND COMPUTER VISION XX: ALGORITHMS, TECHNIQUES, AND ACTIVE VISION, 2001, 4572 : 329 - 338
  • [5] Efficient Robot Vision System for Underwater Object Tracking
    Jebelli, A.
    Yagoub, M. C. E.
    PROCEEDINGS OF 2016 2ND INTERNATIONAL CONFERENCE ON CONTROL SCIENCE AND SYSTEMS ENGINEERING (ICCSSE), 2016, : 242 - 247
  • [6] A motion control of unconstrained object in mobile robot system
    Yajima, T
    Nagami, A
    Yakoh, T
    Murakami, T
    Ohnishi, K
    6TH INTERNATIONAL WORKSHOP ON ADVANCED MOTION CONTROL, PROCEEDINGS, 2000, : 120 - 125
  • [7] On the tracking of object points in a photogrammetric motion capture system
    Fraser, CS
    Shao, JL
    VIDEOMETRICS AND OPTICAL METHODS FOR 3D SHAPE MEASUREMENT, 2001, 4309 : 212 - 219
  • [8] SCalable object-tracking through unattended techniques (SCOUT)
    Kumar, S
    Alaettinoglu, C
    Estrin, D
    2000 INTERNATIONAL CONFERENCE ON NETWORK PROTOCOLS, PROCEEDINGS, 2000, : 253 - 262
  • [9] Planar Motion Tracking with an Uncalibrated Robot/Vision System
    Su Jianbo & Xi Yngeng(Institute of Automation
    JournalofSystemsEngineeringandElectronics, 1998, (04) : 45 - 50
  • [10] BEST: A Real-time Tracking Method for Scout Robot
    Chen, Diansheng
    Bai, Feng
    Li, Peng
    Wang, Tianmiao
    2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, 2009, : 1001 - 1006