TY - GEN
T1 - Motion-based vehicle detection in Hsuehshan Tunnel
AU - Tsai, Chun Ming
AU - Hsieh, Jun Wei
AU - Shih, Frank Y.
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/4/7
Y1 - 2016/4/7
N2 - In this paper, a motion-based vehicle detection is proposed to detect the vehicles in Hsuehshan Tunnel. Camera vision based vehicle detection in the long tunnel is a challenging problem. The video quality emerging from camera is affected by dynamic illumination environment, time variant, camera resolution, camera aging, camera position, camera view angle, heterogeneous camera, and vehicle speed. Besides, the color, shape, size, and appearance of vehicles are very variable. The proposed method provides illumination compensation, moving objects detection, and vehicles identification. Experimental results show that the proposed method can be effective to detect vehicles in Hsuehshan Tunnel with illumination compensation.
AB - In this paper, a motion-based vehicle detection is proposed to detect the vehicles in Hsuehshan Tunnel. Camera vision based vehicle detection in the long tunnel is a challenging problem. The video quality emerging from camera is affected by dynamic illumination environment, time variant, camera resolution, camera aging, camera position, camera view angle, heterogeneous camera, and vehicle speed. Besides, the color, shape, size, and appearance of vehicles are very variable. The proposed method provides illumination compensation, moving objects detection, and vehicles identification. Experimental results show that the proposed method can be effective to detect vehicles in Hsuehshan Tunnel with illumination compensation.
KW - Hsuehshan tunnel
KW - illumination compensation
KW - long tunnel
KW - vehicle detection
KW - vehicle identification
UR - http://www.scopus.com/inward/record.url?scp=84966606388&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84966606388&partnerID=8YFLogxK
U2 - 10.1109/ICACI.2016.7449856
DO - 10.1109/ICACI.2016.7449856
M3 - Conference contribution
AN - SCOPUS:84966606388
T3 - Proceedings of the 8th International Conference on Advanced Computational Intelligence, ICACI 2016
SP - 385
EP - 389
BT - Proceedings of the 8th International Conference on Advanced Computational Intelligence, ICACI 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 8th International Conference on Advanced Computational Intelligence, ICACI 2016
Y2 - 14 February 2016 through 16 February 2016
ER -