Modification of the KCF tracking method for implementation on embedded hardware platforms

This paper presents an improved kernelized correlation filters method for implementation on embedded hardware platforms. A software realization of the improved tracking method is developed and tested. The proposed method implemented on a personal computer platform can easily track any objects in real-time, and the same opportunity exists for the ARM platform (CPU Cortex-A8, frequency 1 GHz), but for small objects.