The System of Face Detection Based on OpenCV

被引:0
作者
Fan, Xianghua [1 ]
Zhang, Fuyou [1 ]
Wang, Haixia [1 ]
Lu, Xiao [1 ]
机构
[1] Shandong Univ Sci & Technol, Key Lab Robot & Intelligent Technol Shandong Prov, Qingdao 266590, Peoples R China
来源
PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC) | 2012年
关键词
Face detection; AdaBoost algorithm; OpenCV; Timer; Dual-thread; IMAGES;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Face detection technology has widely attracted attention due to its enormous application value and market potential, such as face recognition and video surveillance system. Real-time face detection not only is one part of the automatic face recognition system but also is developing an independent research subject. So, there are many approaches to solve face detection. Here the modified AdaBoost algorithm based on OpenCV is presented, and experiments of real-time face detecting are also given through two methods of timer and dual-thread. The result shows that the method of face detection with dual-thread is simpler, smoother and more precise.
引用
收藏
页码:648 / 651
页数:4
相关论文
共 13 条
[1]   Optimization of a training set for more robust face detection [J].
Chen, Jie ;
Chen, Xilin ;
Yang, Jie ;
Shan, Shiguang ;
Wang, Ruiping ;
Gao, Wen .
PATTERN RECOGNITION, 2009, 42 (11) :2828-2840
[2]  
Crow F. C., 1984, Computers & Graphics, V18, P207
[3]  
GUO Lei, 2009, J HARBIN U SCI TECHN, P123
[4]   Face detection in color images [J].
Hsu, RL ;
Abdel-Mottaleb, M ;
Jain, AK .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (05) :696-706
[5]   A hierarchical multiscale and multiangle system for human face detection in a complex background using gravity-center template [J].
Miao, J ;
Yin, BC ;
Wang, KQ ;
Shen, LS ;
Chen, XC .
PATTERN RECOGNITION, 1999, 32 (07) :1237-1248
[6]  
Sagha H, 2008, P WORLD AC SCI ENG T, V33, P231
[7]   Example-based learning for view-based human face detection [J].
Sung, KK ;
Poggio, T .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1998, 20 (01) :39-51
[8]   Rapid object detection using a boosted cascade of simple features [J].
Viola, P ;
Jones, M .
2001 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2001, :511-518
[9]  
Yang C, 2011, COAL TECHNOLOGY, V30, P200
[10]   Detecting faces in images: A survey [J].
Yang, MH ;
Kriegman, DJ ;
Ahuja, N .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (01) :34-58