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Application of Plane Homography for Vehicle Speed Calculations in Traffic Accident Investigations
- Source :
- Mathematical Problems in Engineering, Vol 2021 (2021)
- Publication Year :
- 2021
- Publisher :
- Hindawi Limited, 2021.
-
Abstract
- The analysis of vehicle speeds at the moment of traffic accidents is becoming increasingly important. To solve difficult calculations arising from video analysis when the shooting direction of the camera is the same as the driving direction of the vehicles, an improved plane homography method is proposed. This method is based on detecting the frame rate of and extracting all of the key image frames from a surveillance video. Next, a normalizing approach for the control points is proposed to reduce the ill-conditions of matrix calculations when the perspective image is rectified to an orthographic image. The information in the rectified image is then measured and recorded by extracting the mark point information. Finally, the corresponding curve of time and speed for the examined vehicle is created, which can be used to analyze the average braking deceleration of the accident-causing vehicle. This method can directly determine the speed of a vehicle using videos of a traffic accident without any reference to the dimensions of the vehicle itself. Considering an actual traffic accident as an example, the driving trajectories and velocity curves for two vehicles are obtained using this method. The proposed method can effectively overcome the shortcomings of the commonly used speed recognition methods and it is easy to utilize.
- Subjects :
- Article Subject
Computer science
General Mathematics
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
01 natural sciences
Image (mathematics)
03 medical and health sciences
0302 clinical medicine
QA1-939
Point (geometry)
Computer vision
030216 legal & forensic medicine
Plane (geometry)
business.industry
010401 analytical chemistry
Orthographic projection
Perspective (graphical)
General Engineering
Engineering (General). Civil engineering (General)
Frame rate
0104 chemical sciences
Moment (mathematics)
Artificial intelligence
TA1-2040
business
Mathematics
Homography (computer vision)
Subjects
Details
- ISSN :
- 15635147 and 1024123X
- Volume :
- 2021
- Database :
- OpenAIRE
- Journal :
- Mathematical Problems in Engineering
- Accession number :
- edsair.doi.dedup.....854d883cfe0c1f61bc820a5ad022deff
- Full Text :
- https://doi.org/10.1155/2021/8853331