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METHOD AND SYSTEM FOR PARTIAL OCCLUSION HANDLING IN VEHICLE TRACKING USING DEFORMABLE PARTS MODEL

  • US 20150310624A1
  • Filed: 02/26/2015
  • Published: 10/29/2015
  • Est. Priority Date: 04/24/2014
  • Status: Active Grant
First Claim
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1. A computer implemented method of tracking a partially occluded object in a scene captured with an image capturing device, the method comprising:

  • a) continuously monitoring an area of interest via an image capturing device;

    b) identifying candidate frames captured with the image capturing device, one or more of the candidate frames including a vehicle within one or more defined ROIs (Region of Interest);

    c) detecting a non-occluded portion of the vehicle in one or more of the candidate frames using one or more classifiers trained using extracted features from non-occluded portions of a set of training samples; and

    d) tracking the non-occluded portion of the vehicle across a plurality of video frames.

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