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Detection of 3D Bounding Boxes of Vehicles Using Perspective Transformation for Accurate Speed Measurement
[article]
2020
arXiv
pre-print
Detection and tracking of vehicles captured by traffic surveillance cameras is a key component of intelligent transportation systems. We present an improved version of our algorithm for detection of 3D bounding boxes of vehicles, their tracking and subsequent speed estimation. Our algorithm utilizes the known geometry of vanishing points in the surveilled scene to construct a perspective transformation. The transformation enables an intuitive simplification of the problem of detecting 3D
arXiv:2003.13137v2
fatcat:uvcqq5jjcfgmla7ffo43wjs4ca