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A new lip-automatic detection and location algorithm in lip-reading system
被引:0
|作者:
Huang Yong-hui
[1
]
Pan Bao-chang
Liang Jian
[1
]
Fan Xiao-yan
机构:
[1] Guangdong Univ Technol, Fac Automat, Guangzhou 510006, Guangdong, Peoples R China
关键词:
self-adaptive skin and lip color separation model;
adaboost classification;
matrix transformation;
D O I:
暂无
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
This article realized a method applying Haar features to train Adaboost classifier, and combined skin and lip color separation algorithm to form a self-adaptive skin and lip color separation model, which can dynamically adjust constant parameters of skin and lip separation algorithm based on the result of applying Haar features to train Adaboost classifier. The model can dynamically acquire distribution range of skin color and lip color, and improve the effectiveness and robustness of lip-reading deletion. Applying the method to deal with 4000 image in GENKI database, it successfully detected lip area and had the smaller deviation. Lastly, curve fitting for the edge of the lip region was made to locate lip. The results showed that the method was more effective.
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页数:4
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