期刊文献+

Three-line structured light vision system for non-cooperative satellites in proximity operations 被引量:4

原文传递
导出
摘要 Adapter ring is a commonly used component in non-cooperative satellites,which has high strength and is suitable to be recognized and grasped by the space manipulator.During proximity operations,this circle feature may be occluded by the robot arm or limited field of view.Moreover,the captured images may be underexposed when there is not enough illumination.To address these problems,this paper presents a structured light vision system with three line lasers and a monocular camera.The lasers project lines onto the surface of the satellite,and six break points are formed along both sides of the adapter ring.A closed-form solution for real-time pose estimation is given using these break points.Then,a virtual structured light platform is constructed to simulate synthetic images of the target satellite.Compared with the predefined camera parameters and relative positions,the proposed method is demonstrated to be more effective,especially at a close distance.Besides,a physical space verification system is set up to prove the effectiveness and robustness of our method under different light conditions.Experimental results indicate that it is a practical and effective method for the pose measurement of on-orbit tasks.
出处 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2020年第5期1494-1504,共11页 中国航空学报(英文版)
基金 financial support provided by the Foundation for Innovative Research Groups of the National Natural Science Foundation of China (Nos. 51521003 and 61690210)
  • 相关文献

参考文献2

二级参考文献41

  • 1刘宁,卢荣胜,夏瑞雪,李琪.一种用于计算三维视觉测量中线结构光平面的新型算法[J].光子学报,2012,41(2):179-184. 被引量:12
  • 2L. Vincent, M. N. Francesc, F. Pascal. EPnP: an accurate O(n) solution to the PnP problem [J]. International J. Computer Vision, 2009, 81(2): 155-166.
  • 3H. Hmam, J. Kim. Optimal non-iterative pose estimation via convex relaxation [J]. Image and Vision Computing, 2010, 28(11): 1515-1523.
  • 4A. Joel, I. Stergios. A direct least-squares (dls) solution for PnP [C]. Proceedings of the IEEE International Conference on Computer Vision, 2011: 383-390.
  • 5P. David, D. DeMenthon, R. Duraiswami et al. Simultaneous pose and correspondence determination using line features [C]. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2003: 424-431.
  • 6R. Safaee-Rad, I. Tchoukanov, S. K. Carless et al. Three-dimensional location estimation of circular features for machine vision [J]. IEEE Transaction on Robotics and Automation, 1992, 8(5): 624-640.
  • 7Y. C. Shiu, S. Ahmad. 3D location of circular and spherical features by monocular model-based vision [C]. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1989: 576-581.
  • 8G. H. Wang, J. Wu, Z. Q. Ji. Single view based pose estimation from circle or parallel lines [J]. Pattern Recognition Letters, 2008, 29(7): 977-985.
  • 9Y. C. Shiu, C. Huang. Pose determination of circular cylinders using elliptical and side projection [C]. Proceedings of IEEE International Conference on Systems Engineering, 2003: 16-22.
  • 10Zheng Yinqiang, Ma Wenjuan, Liu Yuncai. Another way of looking at monocular circle pose estimation [C]. Proceedings of International Conference on Image Processing, 2008: 86-864.

共引文献59

同被引文献19

引证文献4

二级引证文献1

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