Title :
Steering angle determination using CART and voting
Author :
Her, Kang-Wook ; Ha, Jong-Eun ; Lee, Wang-Heon
Author_Institution :
Grad. Sch. of NID, Seoul Nat. Univ. of Sci. & Technol., Seoul, South Korea
Abstract :
In autonomous navigation using camera, it is important to robustly find drivable region. After finding drivable region, we compute the steering angle for the vehicle. In this paper, we propose a robust algorithm for finding the drivable region. First, we find drivable region using classification and regression tree (CART). Finally, we find the epipole of the road using voting. We show the feasibility and robustness of proposed algorithm in experiment using real images.
Keywords :
angular measurement; cameras; image classification; mobile robots; path planning; road vehicles; roads; robot vision; steering systems; CART; autonomous navigation; classification and regression tree; drivable region; real image; road epipole; robust algorithm; vehicle steering angle determination; Calibration; Cameras; Navigation; Roads; Robustness; Shape; Vehicles; Autonomous Navigation; CART; Road Detection; Steering Angle;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2011 11th International Conference on
Conference_Location :
Gyeonggi-do
Print_ISBN :
978-1-4577-0835-0