Python3 implementation of
High-Speed Tracking with Kernelized Correlation Filters
J. F. Henriques, R. Caseiro, P. Martins, J. Batista
TPAMI 2015
It is modified from KCFpy
Download the sources and execute
git clone https://github.com/kevinli97/KCFpy3.git
cd KCFpy3
python3 run.py
It will open the default camera of your computer, you can also open a different camera or a video
python3 run.py 2
python3 run.py ./test.avi
Try different options (hog/gray, fixed/flexible window, singlescale/multiscale) of KCF tracker by modifying the arguments in line tracker = kcftracker.KCFTracker(False, True, False) # hog, fixed_window, multiscale
in run.py.
See KCFpy