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Geometric and statistic constraints in dynamic re-orientation of on-board camera: Inherent vanishing points

  • IEEE
  • Xi'an Jiaotong University
  • Xi'an Communication Institute

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper investigates the stochastic projective properties of natural line segments in highway scenes for the purpose of dynamically re-orientating the on-board camera. We demonstrate there are geometric and statistic constraints on the projection of such line segments. A new concept of Inherent Vanishing Points associated with land vehicle boards was employed to relate to the observed line segments and rotation matrix. We show how these constraints greatly simplify the re-orientation of the on-board camera. We validate a dynamic re-orientation algorithm based on these constraints with a real image sequence. Compared with the techniques based on static calibration fields, the method based on our proposed statistical constraints is effective, stable, and easy to use.

源语言英语
主期刊名Proceedings of the 2007 IEEE Intelligent Vehicles Symposium, IV 2007
出版商Institute of Electrical and Electronics Engineers Inc.
333-338
页数6
ISBN(印刷版)1424410681, 9781424410682
DOI
出版状态已出版 - 2007
活动2007 IEEE Intelligent Vehicles Symposium, IV 2007 - Istanbul, 土耳其
期限: 13 6月 200715 6月 2007

出版系列

姓名IEEE Intelligent Vehicles Symposium, Proceedings

会议

会议2007 IEEE Intelligent Vehicles Symposium, IV 2007
国家/地区土耳其
Istanbul
时期13/06/0715/06/07

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