Lane Line Detection Computer Vision System Applied to a Scale Autonomos Car: AutoModelCar | IEEE Conference Publication | IEEE Xplore

Lane Line Detection Computer Vision System Applied to a Scale Autonomos Car: AutoModelCar


Abstract:

This article introduces a vision system of an autonomous vehicle scaled to detect the lane lines in the Au-toModelCar category of robotics tournaments. The system is deve...Show More

Abstract:

This article introduces a vision system of an autonomous vehicle scaled to detect the lane lines in the Au-toModelCar category of robotics tournaments. The system is developed in C++ using a modular integration architecture in ROS (Robot Operative System) and OpenCV as a computer vision library, embedded in an NVIDIA Jetson Nano card. The system applies image processing, inverse perspective mapping, feature extraction, filtering and modeling of the lane lines by first and second order polynomial regression. The tests that validate the performance of the system are presented.
Date of Conference: 11-13 November 2020
Date Added to IEEE Xplore: 25 December 2020
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Conference Location: Mexico City, Mexico

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