A Method Based on Geometrical Features of Face and Using RB Neural Network to Classify People’s Age
- سال انتشار: 1390
- محل انتشار: چهارمین کنفرانس مهندسی رسانه
- کد COI اختصاصی: IBBEC04_002
- زبان مقاله: انگلیسی
- تعداد مشاهده: 2046
نویسندگان
Electronic and Communication Department, Faculty of Electrical and Computer Engineering,Shiraz University, Shiraz, Iran
Electronic and Communication Department, Faculty of Electrical and Computer Engineering,Shiraz University, Shiraz, Iran
Electronic and Communication Department, Faculty of Electrical and Computer Engineering,Shiraz University, Shiraz, Iran
Electronic and Communication Department, Faculty of Electrical and Computer Engineering,Shiraz University, Shiraz, Iran
چکیده
A method for distinguishing people’s age based on their photo to the degree of stating the rate of their age is proposed. First the people’s face is extracted from their photo and then some features such as location of eyes, lip, nose, chin and forehead to each other is obtained. Finally by using RB neural network, age classification is made in three age ranges. The obtained results shows that incase the mentioned features are extracted correctly, RB neural network can fully determine three age ranges precisely. Comparing the results with two other classification methods including SVM and KNN indicates the primacy of RB neural network.کلیدواژه ها
Age classification, Extracting face feature,RB neural network, Support vector machine, K-nearest-neighborمقالات مرتبط جدید
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