Vehicle Speed Detection in Video frames using Corner detection

被引:7
作者
Kumar, Kiran K., V [1 ]
Chandrakant, Pallavi [1 ]
Kumar, Santosh [1 ]
Kushal, K. J. [1 ]
机构
[1] Peoples Educ Soc Inst Technol BSC, Elect & Commun Dept, Bangalore 560100, Karnataka, India
来源
2014 FIFTH INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP 2014) | 2014年
关键词
Speed detection; Video processing; Computer vision; Frames subtraction; Edge detection; Image segmentation; Corner Detection; Frame masking;
D O I
10.1109/ICSIP.2014.46
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
vehicle speed detection is used to estimate the velocity of the moving vehicle using image and video processing techniques. Without any camera calibrations video is captured and analyzed for speed in real time. By employing frame subtraction and masking techniques, moving vehicles are segmented out. Speed is calculated using the time taken between frames and segmented object traversed in that frames. Finally frame masking is used to differentiate between one or more vehicles. With an average error of +/-2 km/h speed detection was achieved for different video sequences.
引用
收藏
页码:253 / 258
页数:6
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