TY - GEN
T1 - An optical flow and hough transform based approach to a lane departure warning system
AU - Sharma, Rohit
AU - Taubel, Gregory
AU - Yang, Jiann-Shiou
PY - 2014/1/1
Y1 - 2014/1/1
N2 - This paper presents an image-based lane departure warning (LDW) system using the Lucas-Kanada (L-K) optical flow and the Hough transform methods. Based on the status of the vehicle deviating from its heading lane, the method integrates both techniques to establish an operation algorithm to determine whether a warning signal should be issued. The L-K optical flow tracking is used when the lane boundaries cannot be detected, while the lane detection technique is used when they become available. Even though both techniques are used in the system, only one method is activated at any given time because each technique has its own advantages and also disadvantages. The image-based LDW system was road tested on rural highways and this paper briefly presents the system implementation and test results.
AB - This paper presents an image-based lane departure warning (LDW) system using the Lucas-Kanada (L-K) optical flow and the Hough transform methods. Based on the status of the vehicle deviating from its heading lane, the method integrates both techniques to establish an operation algorithm to determine whether a warning signal should be issued. The L-K optical flow tracking is used when the lane boundaries cannot be detected, while the lane detection technique is used when they become available. Even though both techniques are used in the system, only one method is activated at any given time because each technique has its own advantages and also disadvantages. The image-based LDW system was road tested on rural highways and this paper briefly presents the system implementation and test results.
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U2 - 10.1109/ICCA.2014.6871003
DO - 10.1109/ICCA.2014.6871003
M3 - Conference contribution
AN - SCOPUS:84906559364
SN - 9781479928378
T3 - IEEE International Conference on Control and Automation, ICCA
SP - 688
EP - 693
BT - 11th IEEE International Conference on Control and Automation, IEEE ICCA 2014
PB - IEEE Computer Society
T2 - 11th IEEE International Conference on Control and Automation, IEEE ICCA 2014
Y2 - 18 June 2014 through 20 June 2014
ER -