人脸检测算法在通用操作系统上的性能评价

E. Voisan, Oscar Marginean, R. Precup, Florin Dragan, C. Purcaru
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引用次数: 2

摘要

人脸检测是机器人和机电一体化应用的一个重要研究领域,是机器人与人类互动的一个重要子系统。随着基于人脸检测的应用程序进入移动和嵌入式系统,处理性能和其他特征起着重要作用。本文综述了人脸检测算法的发展现状,并对一组算法的性能进行了评价。基于Viola-Jones人脸检测器的人脸检测算法在三种不同的操作系统和两种硬件平台上运行,以代表在机器人设备和机电一体化应用程序上运行的计算环境的开发基础。
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Performance evaluation of a face detection algorithm running on general purpose operating systems
Face detection is an important area of research in robotics and mechatronics applications as an essential subsystem in the interaction with human subjects. As face detection-based applications are moving into mobile and embedded systems, processing performance, among other characteristics, plays a major role. This paper reviews the current status concerning the development of face detection algorithms in order to evaluate the performance evaluation of a set of algorithms. A face detection algorithm based on the Viola-Jones face detector is implemented such that to run on three different operating systems and two hardware platforms in order to represent the basis for the development of a computing environment to run on robotic devices and on mechatronics applications.
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