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Real-time road detection with image texture analysis-based vanishing point estimation

科研成果: 书/报告/会议事项章节会议稿件同行评审

8 引用 (Scopus)

摘要

Visual perception is a key component of an autonomous vehicle system. Road detection is an essential function of a visual navigation system for an autonomous vehicle. Generally, detecting lane markings is a feasible and efficient approach to road detection. However, this method is not applicable for particular situations, e.g. rural roads without lane markings. Furthermore, lacking of sharp, smooth edges and homogeneous surface brings difficulties to road detection. A texture analysis based vanishing point estimation method is used to detect road in this paper. The idea is that consistency in texture leads to the vanishing point in an image. The method uses the Sobel filter to compute the texture orientations. Then the vanishing point of the road is voted from the orientation of the texture. Finally, the vanishing point is used to constrain the searching of two road boundaries since they pass through the vanishing point.

源语言英语
主期刊名Proceedings of 2015 IEEE International Conference on Progress in Informatics and Computing, PIC 2015
编辑Liang Xiao, Yinglin Wang
出版商Institute of Electrical and Electronics Engineers Inc.
454-457
页数4
ISBN(电子版)9781467380867
DOI
出版状态已出版 - 10 6月 2016
活动3rd IEEE International Conference on Progress in Informatics and Computing, PIC 2015 - Nanjing, 中国
期限: 18 12月 201520 12月 2015

出版系列

姓名Proceedings of 2015 IEEE International Conference on Progress in Informatics and Computing, PIC 2015

会议

会议3rd IEEE International Conference on Progress in Informatics and Computing, PIC 2015
国家/地区中国
Nanjing
时期18/12/1520/12/15

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