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作者:

Wang, Zheng (Wang, Zheng.) | Gao, Fang (Gao, Fang.)

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摘要:

This paper presents a parallel face detection system based on multi-core processors, of which the hardware part uses the ZYNQ chips and multi-core processors and the software part includes the input and output of the image data and parallel detection. The part of parallel detection uses the cascade classifier based on MB-LBP feature and Gentle Adaboost algorithm. This system is aimed for a low-power multicore processor that is well suited to embedded system. The experimental results indicate that the parallel face detection system reduces the running time of the algorithm comparing with that on the ARM platform. Moreover, our system has outstanding performance and very high accuracy. © 2017 IEEE.

关键词:

Adaptive boosting Classification (of information) Face recognition Parallel processing systems

作者机构:

  • [ 1 ] [Wang, Zheng]Beijing Engineering Research Center for IoT Software and Systems, Beijing, China
  • [ 2 ] [Wang, Zheng]School of Sofware Beijing Engineering, Beijing University of Technology, Beijing, China
  • [ 3 ] [Gao, Fang]Beijing Engineering Research Center for IoT Software and Systems, Beijing, China
  • [ 4 ] [Gao, Fang]School of Sofware Beijing Engineering, Beijing University of Technology, Beijing, China

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来源 :

年份: 2017

页码: 2684-2688

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

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近30日浏览量: 2

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