Research on imaging ranging algorithm base on constraint matching of trinocular vision

Pan Ye, Li Li*, Wei Qi Jin, Yu Tong Jiang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

Binocular stereo vision is a common passive ranging method, which directly simulates the approach of human visual. It can flexibly measure the stereo information in a complex condition. However there is a problem that binocular vision ranging accuracy is not high, one of the reasons is the low precision of the stereo image pairs matching. In this paper, based on trinocular vision imaging ranging algorithm of constraint matching, we use trinocular visual ranging system which is composed of three parallel placed cameras to image and achieve distance measurement of the target. we use calibration method of Zhang to calibrate the cameras, firstly, the three cameras are calibrated respectively, then using the results to get three groups binocular calibration. Thereby the relative position information of each camera are obtained. The using of the information obtained by the third camera can reduce ambiguity of corresponding points matching in a Binocular camera system. limiting search space by the epipolar constraint and improve the matching speed, filtering the distance information, eliminate interference information which brings by the feature points on the prospect and background to obtain a more accurate distance result of target. Experimental results show that, this method can overcome the limitations of binocular vision ranging, effectively improving the range accuracy.

源语言英语
主期刊名International Symposium on Optoelectronic Technology and Application 2014
主期刊副标题Image Processing and Pattern Recognition
编辑Gaurav Sharma, Fugen Zhou
出版商SPIE
ISBN(电子版)9781628413878
DOI
出版状态已出版 - 2014
活动International Symposium on Optoelectronic Technology and Application 2014: Image Processing and Pattern Recognition, IPTA 2014 - Beijing, 中国
期限: 13 5月 201415 5月 2014

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
9301
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议International Symposium on Optoelectronic Technology and Application 2014: Image Processing and Pattern Recognition, IPTA 2014
国家/地区中国
Beijing
时期13/05/1415/05/14

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