TY - GEN
T1 - Driving situations understanding through content rhythm analysis
AU - Lin, Yu Dun
AU - Tseng, Wen Yu
AU - Hsu, Cheng Jie
AU - Yeh, Chia Hung
PY - 2009
Y1 - 2009
N2 - The motivation of this paper is to propose a simple and reliable method to identify on-road vehicle events, particularly in the driving situations. A content rhythm is extracted by applying a virtual line lies on the same position of each frame. Thereupon a simplified representation of a continuous video is to record the temporal information of vehicle status. Thus, vehicle situations such as lane changing, vehicle passing, safe distance and zigzag driving can be detected instantly by analyzing the statistical characteristics of content rhythm. The proposed method can not only prevent accidents but also improve the traffic safety by monitoring the on-road vehicle status. Experimental results show the proposed method is reliable for vehicle event detection.
AB - The motivation of this paper is to propose a simple and reliable method to identify on-road vehicle events, particularly in the driving situations. A content rhythm is extracted by applying a virtual line lies on the same position of each frame. Thereupon a simplified representation of a continuous video is to record the temporal information of vehicle status. Thus, vehicle situations such as lane changing, vehicle passing, safe distance and zigzag driving can be detected instantly by analyzing the statistical characteristics of content rhythm. The proposed method can not only prevent accidents but also improve the traffic safety by monitoring the on-road vehicle status. Experimental results show the proposed method is reliable for vehicle event detection.
UR - http://www.scopus.com/inward/record.url?scp=73649119175&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=73649119175&partnerID=8YFLogxK
U2 - 10.1109/IIH-MSP.2009.202
DO - 10.1109/IIH-MSP.2009.202
M3 - Conference contribution
AN - SCOPUS:73649119175
SN - 9780769537627
T3 - IIH-MSP 2009 - 2009 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing
SP - 665
EP - 668
BT - IIH-MSP 2009 - 2009 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing
T2 - IIH-MSP 2009 - 2009 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing
Y2 - 12 September 2009 through 14 September 2009
ER -