Research on Application of Region-of-Interest in Face Detection

被引：0
|
作者：
Zhou, Deng-feng [1 ]
Ye, Shui-sheng [2 ]
Hu, Shao-hua [2 ]
机构：
[1] Nanchang Hangkong Univ, Sch Software, Nanchang, Jiangxi, Peoples R China
[2] Nanchang Hangkong Univ, Sch Informat Engn, Nanchang, Jiangxi, Peoples R China
来源：
2010 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY AND SECURITY INFORMATICS (IITSI 2010) | 2010年
基金：
中国国家自然科学基金;
关键词：
region of interest; JPEG2000; AdaBoost; Maxshift; skin color; ADABOOST;
D O I：
10.1109/IITSI.2010.61
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The ROI regions in JPEG2000 coding system mostly are defined artificially but it will decrease working efficiency a lot. This paper proposed a new fast face detection method based on AdaBoost and skin color detection, and introduced it into the JPEG2000 coding system. The experiments show that the false alarm rate of the human face detection is obviously lower than AdaBoost.
引用
收藏
页码：192 / 194
页数：3
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