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个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职：未来技术学院/人工智能学院执行院长
性别：男
毕业院校：大连理工大学
学位：博士
所在单位：信息与通信工程学院
学科：信号与信息处理
办公地点：大连理工大学创新园大厦A426
联系方式：****
电子邮箱：lhchuan@dlut.edu.cn
A new automatic recognition system of gender, age and ethnicity
点击次数：
论文类型：会议论文
发表时间：2006-06-21
收录刊物：EI、CPCI-S、Scopus
卷号：2
页面范围：591-591
关键字：gender recognition; ethnicity recognition; adaboost; gabor filter; SVM classifier
摘要：In this paper a novel approach for recognizing the gender, ethnicity and age with facial images is proposed. The approach is a novel combination of Gabor filter, Adaboost learning and SVM classifier. Gabor filter banks and Adaboost learning are combined to extract key facial features of each pattern. Then use the Gabor+Adaboost features based SVM classifier to recognize the face image of each pattern. The experiment results in the system based on this approach are reported to show a good performance.