تجاوز إلى المحتوى الرئيسي
User Image

فاتن بنت عبدالله بن محمد العمر

Lecturer

عضو هيئة تدريس

مركز الدراسات العلمية والطبية
Dareia Campus, Building 6
المنشورات
ورقة مؤتمر
2013

Gender Recognition from Faces Using Bandlet and Local Binary Patterns

Alomar, Faten . 2013

In this paper, multi-scale bandlet and local binary pattern (LBP) based method for gender recognition from faces is proposed. Bandlet is one of the multi-resolution techniques that can adapt the orientation of the edges of the face images, and thereby can better capture the texture of a face image. After extracting bandlet coefficients from face images at different scales, LBP is applied to create a histogram, which is used as the feature to a minimum distance classifier. The experiments are performed using FERET grayscale face database, and the highest accuracy of 99.13% is obtained with the proposed method.

 

موقع المؤتمر
Bucharest
اسم المؤتمر
2013 20th International Conference on Signals and Image Processing (IWSSIP)
المنظمة الممولة
IEEE
مزيد من المنشورات
publications

In this paper, multi-scale bandlet and local binary pattern (LBP) based method for gender recognition from faces is proposed. Bandlet is one of the multi-resolution techniques that can adapt the…

بواسطة Faten Alomar, Ghulam Muhammad, Hatim Aboalsamh, Muhammad Hussain, Anwar M. Mirza
2013