MKCF: Ming Tang, Bin Yu, Fan Zhang, Jinqiao Wang. "High-speed Tracking with Multi-kernel Correlation Filters." CVPR (2018).
This is the implementation of our MKCFup paper in CVPR18. We use DSST instead of fDSST in C++ version for higher speed. We performed this implementation on a PC with Intel Core i7-7700 3.60GHz CPU and 8GB RAM.
The average FPS is 175 on OTB2013 with Release-x64 mode and our results are stored in ./res.
Matlab version please refer MKCF
Note: Most of the C API has been excluded according to opencv4, if you use opencv4, some API may be changed in run_MKCFup.cpp and fhog.hpp.
Please run run_MKCF.cpp to use our tracker. If you encounter the speed problem, make sure the tracker gets 10x higher speed in release mode than in debug mode, otherwise, check if you have compiled all the cpp files right.