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A general line tracking algorithm based on computer vision

Authors :
Huanhuan Yang
Li Gao
Yinqiu Wang
Source :
2016 Chinese Control and Decision Conference (CCDC).
Publication Year :
2016
Publisher :
IEEE, 2016.

Abstract

This paper presents a general algorithm to track the line on the ground based on computer vision, which utilizes Raspberry Pi 2 to complete the image processing. The algorithm accomplishes image processing firstly, then recognizes the line by edge detection and scanning model. The proposed algorithm can be used in a variety of platforms including intelligent car system, robot platform, UAV platform and other mobile platforms. In this paper, the algorithm is verified by quadrotor platform and achieves great line-tracking effect by tuning parameters. Series of experiments show that the algorithm has great validity, robustness, and generality.

Details

Database :
OpenAIRE
Journal :
2016 Chinese Control and Decision Conference (CCDC)
Accession number :
edsair.doi...........563574f901876168e2d77bdf63d3a478