期刊文献+

激光雷达与摄像机的配准 被引量:2

Registration of Laser Range Finder and Camera
在线阅读 下载PDF
导出
摘要 指出通过标定进行激光雷达与摄像机配准的方法难以适应激光雷达与摄像机之间存在自由运动的情形,提出了一种新方法,该方法首先在激光雷达图象和摄像机图象中提取边缘信息,并得到其中的完整线段,然后利用两类图象中完整线段的距离定义了配准误差,通过搜索得到配准误差的最小值,从而达到配准的目的。实验结果也说明了该方法的可行性。 A registration method for laser range finder and camera through calibration is difficult to be applied when there is free movement between the laser range finder and the camera, thus a novel approach is proposed, at first, the edge information in the images of laser range finder and camera is detected, the integrity lines in both images are then obtained, the registration error is also defined through the integrity lines. After the minimum registration error is obtained, the registration is finished. Experi...
出处 《微计算机信息》 北大核心 2008年第4期4-6,共3页 Control & Automation
基金 教育部留学回国人员科研启动基金资助(2005-383)
关键词 数据融合 配准 激光雷达 摄像机 边缘 data fusion registration laser range finder camera edge
  • 相关文献

参考文献4

二级参考文献40

  • 1何炳蔚,林志航.易与CMM集成的线激光视觉传感器建模及标定技术[J].机器人,2002,24(6):513-516. 被引量:4
  • 2费旭东,王文剑,荆仁杰.二值图边界的快速提取[J].信号处理,1994,10(3):130-138. 被引量:10
  • 3唐振军,张显全.图象边界的链码表示研究[J].微计算机信息,2005,21(11X):105-107. 被引量:11
  • 4洪晓燕,叶秀清.基于知识的边界提取算法[J].计算机学报,1996,19(10):798-800. 被引量:2
  • 5The AVENUE Project of Columbia University[DB/OL],http://www.cs.columbia.edu.cn/robotics/projects/avenue,2005-01-28.
  • 6The Digital Michelangelo Project[DB/OL].http://graphics.stanford.edu/projects/mich/,2004-08-15.
  • 7Visual Information Technology Group[C].Canada.http://www.vit.iit.nrc.ca/VIT.html,2002-02-10.
  • 8P J Besl,N D Mckay.A method for registration of 3-D shapes[J].IEEE Trans.PAMI,1992,14(2):239-256.
  • 9Y Chen,G Medioni.Object modeling by registration of multiple range image[J].Image and Vision Computing,1992,10(3):145-155.
  • 10A Johnson,S B Kang.Registration and integration of textured 3-d data[A].International Conf on Recent Advances in 3-D Digital Imaging and Modeling Proceedings[C].Ottawa,Ontario,Canada,1997.234-241.

共引文献40

同被引文献27

  • 1张瓅砰,王希勤.车载局部环境感知与多传感器数据融合[J].ITS通讯,2004,6(1):91-93. 被引量:1
  • 2Habib A F,Cheng R,Kim E M,et al.Automatic Surface Matching for the Registration of LIDAR data and MR imagery[J].ETRI JOURNAL,2006,28(2):162-174.
  • 3Habib A,Ghanma M,Morgan M,et al.Photogrammetric and Li-dar Data Registration Using Linear Features[J].PHOTOGRA-MMETRIC ENGINEERING AND REMOTE SENSING,2005,71(6):699-707.
  • 4Wiro J Niessen,Max A Viergever.Medical Image Computing and Computer-Assisted Intervention-MICCAI 2000[M].USA:Spnnger Berlin,October 11-14,2000.
  • 5Unser M.Spline Pyramids for Inter-modal Image Registration Using Mutual Information[J].Wavelet Applications in Signal and Image Processing,1997,vol.3169:236-247.
  • 6Loew M H.A Weighted and Deterministic Entropy Measure for-Image Registration Using Mutual Information[J].Medical lma-ging:Image Processing,1998,3338(2):155-166.
  • 7Studholme C,Hill D,Hawkes D J.An Overlap lnvariant Entropy Measure of 3D Medical Image Alignment[J].PATTERN REC-OGNITION.1999,32(1):71-86.
  • 8D.Rueckert M J C D.Non-rigid Registration Using Higher-order Mutual Information[J].Medical Imaging:Image Processing,2000,3979(2):438-447.
  • 9ZHANG Q, PLESS R. Fusing video and sparse depth data in structure from motion[C]∥ IEEE International Conference on Image Processing(ICIP). Singapore: IEEE, 2004: 3403-3406.
  • 10MAIER D, BENNEWITZ M, STACHNISS C. Self-supervised obstacle detection for humanoid navigation using monocular vision and sparse laser data[C]∥ IEEE International Conference on Robotics and Automation (ICRA). Shanghai, China: IEEE,2011: 1263-1269.

引证文献2

二级引证文献16

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