thomasboevith/objecttracker

Object detection and tracking

objecttracker

An open source object detection and tracking application for use in for example traffic planning by counting of vehicles.

Dependencies

• Python http://python.org/
• NumPy http://numpy.org/
• matplotlib http://matplotlib.org/
• OpenCV http://opencv.org/
• ...

Data

Method

1. Object detection

   • Input: An video stream / series of image files (Gray scale or RGB data)
   • Output: Labelled connected components.

2. Object tracking

   • Assign labelled connected components to tracks.

3. Object count.

4. Object classification:

References

• Gupte, et al. (2002) Detection and classification of vehicles. Intelligent Transportation Systems, IEEE Transactions on DOI: 10.1109/6979.994794
• ...