TY - GEN
T1 - Research on license plate tracking and detection based on optical flow
AU - Xu, Hongke
AU - Cai, Chao
AU - Chen, Hao
AU - Fang, Jianwu
AU - Li, Shuguang
PY - 2012
Y1 - 2012
N2 - Aiming at regulating the toll evasion behaviors in highway weight charges and reducing charge disputes caused by jumping, this article studied the algorithm that tracks vehicle beating when it is passing the scale. Based on license plate location, vehicle movement could be characterized by tracking the plate centroid using Lucas-Kanade optical flow algorithm. The optical flow vector of the centroid was calculated frame by frame, which could be used for drawing trajectory of centroid coordinates, and calculating beating parameters. In order to expand the detection range and adaptability of the algorithm, through calculating optical flow hierarchically combined with Gaussian pyramid, then tracking centroid from high lever to low in the image pyramid, it could achieve the capture of the vehicle' fast moving. Through experiments, trajectory reflected vehicle beating information well, which provides a strong evidence means for levy problem of the highway weight charges.
AB - Aiming at regulating the toll evasion behaviors in highway weight charges and reducing charge disputes caused by jumping, this article studied the algorithm that tracks vehicle beating when it is passing the scale. Based on license plate location, vehicle movement could be characterized by tracking the plate centroid using Lucas-Kanade optical flow algorithm. The optical flow vector of the centroid was calculated frame by frame, which could be used for drawing trajectory of centroid coordinates, and calculating beating parameters. In order to expand the detection range and adaptability of the algorithm, through calculating optical flow hierarchically combined with Gaussian pyramid, then tracking centroid from high lever to low in the image pyramid, it could achieve the capture of the vehicle' fast moving. Through experiments, trajectory reflected vehicle beating information well, which provides a strong evidence means for levy problem of the highway weight charges.
KW - Centroid tracking
KW - Gaussian pyramid
KW - Image processing
KW - L-K optical flow
UR - https://www.scopus.com/pages/publications/82555200950
U2 - 10.4028/www.scientific.net/AMM.135-136.775
DO - 10.4028/www.scientific.net/AMM.135-136.775
M3 - 会议稿件
AN - SCOPUS:82555200950
SN - 9783037852903
T3 - Applied Mechanics and Materials
SP - 775
EP - 780
BT - Advances in Science and Engineering II
T2 - 2011 WASE Global Conference on Science Engineering, GCSE 2011
Y2 - 10 December 2011 through 11 December 2011
ER -