Automated Video-Based Traffic Count Analysis.
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2016
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Abstract:The goal of this effort has been to develop techniques that could be applied to the
detection and tracking of vehicles in overhead footage of intersections. To that end we
have developed and published techniques for vehicle tracking based on detecting and
tracking point features. We showed how this approach could be combined with image
based background subtraction to find and group vehicles. In subsequent work we showed
how we could extract the 3D structure of a vehicle from a collection of feature tracks by
exploiting the non-linearities associated with the pinhole projection model.
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