This is a C++ implementation of KCF
I do this project for learning OpenCV and KCF
-
It denpends on OpenCV, so you have to install OpenCV first.
-
I change fhog fromopencv_contribcomputeHOG32D -
Now I use fhog from Piotr's Computer Vision Matlab Toolbox and wrapper by Tomas Vojir
-
This algorithm is belong to the author of
KCFJoão F. Henriques, Rui Caseiro, Pedro Martins, Jorge Batista
Different feature(Intel(R) Core(TM)i7-4790 CPU @ 3.60GHz):
| feature | Kernel | FPS |
|---|
HOG | gaussian | 241.00
HOG | polynomial | 252.48
HOG | linear | 292.70
gray | gaussian | 567.66
gray | polynomial | 610.27
gray | linear | 1038.60
If you have problem, email @foolwood.