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High-Speed Tracking with Kernelized Correlation Filters

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KCF

This is a C++ implementation of KCF

benchmark

Overview

I do this project for learning OpenCV and KCF

GUI

KCF

Speed

KCF

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

####Reference

And more?

If you have problem, email @foolwood.

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High-Speed Tracking with Kernelized Correlation Filters

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  • C++ 97.9%
  • C 1.3%
  • CMake 0.8%