Pedestrian tracking method based on multi-feature fusion

Pedestrian tracking method based on multi-feature fusion

  • CN 105,989,615 A
  • Filed: 03/04/2015
  • Published: 10/05/2016
  • Est. Priority Date: 03/04/2015
  • Status: Active Application
First Claim
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1. a pedestrian tracting method based on multi-feature fusion, it is characterised in that comprise the following steps:

  • The HOG characteristic vector that S1, extraction training sample are concentrated;

    S2, based on SVM algorithm, described HOG characteristic vector is trained, obtains initializing motion pedestrian'"'"'s grader;

    S3, acquisition monitor the video streaming image in region as input picture;

    S4, utilization initialize motion pedestrian'"'"'s grader and input picture are carried out motion pedestrian detection;

    S5, the motion pedestrian area detected is tracked collection acquisition operations;

    S6, utilize particle filter algorithm based on multi-feature fusion that the motion pedestrian detected is tracked and is counted.

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