Implementation of methods to detect and track an object(face in our example) -
- Mean Shift Algorithm ( fixed window size )
- Cam Shift Algorithm ( variable window size )
- Kalman Filter
- Optical Flow
Initial face detection is done by Viola-Jones detection algorithm, using OpenCV Haar Front-Face detection filters.
- OpenCV
- Python