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Research of face recognition system based on TMS320DM642

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成果类型:
期刊论文、会议论文
作者:
Zhen Liu;Ji Chao Yuan;Shuai Mei;Xiong Shi
作者机构:
[Liu Z.; Yuan J.C.; Shi X.; Mei S.] School of Electrical and Electronic Engineering, Wu Han Polytechnic University, Wu Han Hubei province, Post code: 430023, China
语种:
英文
关键词:
Digital signal processor;Face detection;Face recognition;TMS320DM642
期刊:
Applied Mechanics and Materials
ISSN:
1660-9336
年:
2013
卷:
341-342
页码:
975-979
会议名称:
2013 International Conference on Energy Research and Power Engineering, ERPE 2013
会议论文集名称:
2013 International Conference on Energy Research and Power Engineering(2013能源研究与电力工程国际会议)(ERPE2013)论文集
会议时间:
24 May 2013 through 25 May 2013
会议地点:
郑州
会议赞助商:
TTP
ISBN:
9783037857588
机构署名:
本校为第一机构
院系归属:
电气与电子工程学院
摘要:
This paper proposes an embedded face recognition system solution. The core of hardware architecture of the system is TMS320DM642 digital signal processor (DSP). The face recognition algorithm of the system mainly comprises improved face detection algorithm which is based on skin color, Gabor wavelet feature extraction algorithm, Principal Component Analysis (PCA) algorithm and nearest neighbor classifier algorithm. The results of testing on recognition efficiency and execution time show that the system can work stably and realize face recognition quic...

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