期刊文献+

基于全局彩色摄像机的移动机器人定位 被引量:2

Localization for Mobile Robot Based on Global Color Camera
下载PDF
导出
摘要 本文提出一种基于全局彩色摄像机的移动机器人定位方法。该方法首先利用全局彩色摄像机对移动机器人所在的运动平面拍摄图像并基于色调和饱和度信息进行图像分割获取目标物体在图像平面坐标系中的位置,然后利用多项式拟合的方法实现图像平面坐标系到移动机器人运动平面坐标系的映射,从而确定移动机器人在其运动平面坐标系中的位置,同时利用移动机器人的行驶轨线近似获得其方向角。实验结果表明了上述方法的有效性,具有一定的实用价值。 In this paper a method for localizing a mobile robot based on a global color camera is proposed.Firstly a snapshot of the working area of the mobile robot is taken from the global color camera?熏and the position of the mobile robot in the image reference frame is determined by using the technology of image segmentation based on the hue and saturation factors.Finally the experiment results are given to demonstrate the proposed method.
作者 陈军 王栋耀
出处 《工业控制计算机》 2004年第10期16-18,36,共4页 Industrial Control Computer
基金 国家973项目(编号No.2002CB312200) 863项目资助(编号No.2002AA420110)
关键词 移动机器人 图像分割 映射 近似 多项式拟合 获取 定位方法 运动 全局 位置 polynomial fittingimage segmentationlocalizationmobile robot
  • 相关文献

参考文献7

二级参考文献16

  • 1[1] ZIENKIEWICZ O C, TAYLOR R L. Importance of fast vision in winning the First Micro-Robot World Cup Soccer Tournament[J]. Robotics Auto Sy st, 1997, 21(2):139-147.
  • 2[2] SHIM H S, JUNG M J, KIM H S, et al. Development of vision-based socce r robot system for multi-agent cooperative system[A]. Proceedings MIROSOT′97[C]. Taejon:KAIST, 1997. 19-36.
  • 3[3] FERRARI C, PAGELLO E, OTA J, et al. Multi-robot motion coordination i n space and time[J]. Robotics Auto Syst, 1998, 25(2):2 19-229.
  • 4[4] SHIM H S, KIM H S, JUNG M J, et al. Designing distributed control arch itecture for cooperative multi-agent system and its real-time application to s occer robot[J]. Robotics Auto Syst, 1997, 21(2):149-1 65.
  • 5[5] HARALICK R M, SHAPIRO L G. Computer and Robot Vision[M]. Mas s:Addison-Weslay Publishing Company, 1992. 48-55.
  • 6[1]Borenstein J, Everett H R, Feng L, Wehe D. Mobile Robot Positioning: Sensors and Techniques, Journal of Robotic Systems, 1997,14(4): 231-249
  • 7[2]Puneet Goel, Stetgios I. Roumeliotis and Gaurav S Sukhatme. Robust Localization Using Relative and Absolute Position Estimates. Proceeding of the 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems, 1999: 1134-1140
  • 8[3]Claude Pegard, El Mustapha Mouaddib. A Mobile Robot Using a Panoramic View. Proceeding of the 1996 IEEE International Conference on Intelligent Robotics and Automation, 1996: 89-94
  • 9[4]Nishizawa T, Ohya A, yuta S. An Implementation of On-board Position Estimation for a Mobile Robot-EKF Based Odometry and Laser Reflector Landmarks Detection. Proceeding of the 1995 IEEE International Conference on Robotics and Automation, 1995, 395-400
  • 10[5]Margrit Betke, Leonid Gurvits. Mobile Robot Location Using Landmarks. IEEE Transaction on Robotics and Automation, 1997,13(2): 251-263

共引文献70

同被引文献7

  • 1谢志勇,张铁中.基于RGB彩色模型的草莓图像色调分割算法[J].中国农业大学学报,2006,11(1):84-86. 被引量:38
  • 2Ishiguro H.Distributed vision system: A perceptual information infrastructure for robot navigation. Proc. IJCAI . 1997
  • 3Rekleitis I,Meger D,Dudek G.Simultaneous planning, localization, and mapping in a camera sensor network. Robotics and Autonomous Systems . 2006
  • 4Hoover A,Olsen D.Path planning for mobile robots using avideo camera network. IEEE/ASME Int Conf on AdvancedIntelligent Mechatronics . 1999
  • 5Olsen B D,Hoover A.Calibrating a camera network using adomino grid. Pattern Recognition . 2001
  • 6Skrzypczynski P.Uncertainty models of vision sensors in mobilerobot positioning. Int J Appl Math Comput Sci . 2005
  • 7Montemerlo M,Roy N,Thrun S.Perspectives on standardizationin mobile robot programming. The Carnegie MellonNavigation (CARMEN)Toolkit Proceedings of the IEEE/RSJInternational Conference on Intelligent Robots and Systems . 2003

引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部