改进的KCF跟踪方法在嵌入式硬件平台上的实现

2016 International Conference Radio Electronics & Info Communications (UkrMiCo) Pub Date : 2016-09-01 DOI:10.1109/UKRMICO.2016.7739644

A. Varfolomieiev, O. Lysenko

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引用次数: 9

摘要

提出了一种在嵌入式硬件平台上实现的改进的核化相关滤波器方法。开发并测试了改进跟踪方法的软件实现。所提出的方法在个人计算机平台上实现，可以很容易地实时跟踪任何对象，而在ARM平台(CPU Cortex-A8，频率1 GHz)上也有同样的机会，但对于较小的对象。

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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.

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来源期刊

2016 International Conference Radio Electronics & Info Communications (UkrMiCo)

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