Title :
Biometrics recognition based on fused Gaborface and Gaborpalm with DCV-RBF feature classification
Author :
Jing, X.-Y. ; Wong, Hau-San
Author_Institution :
Shenzhen Graduate Sch., Harbin Inst. of Technol., Shenzhen
Abstract :
A new multi-modal biometrics recognition approach for the small sample size problem is presented. Gaborface and Gaborpalm images at the pixel level are combined, and the fused images are classified using a DCV plus RBF feature classification method. The experimental results demonstrate the effectiveness of the approach
Keywords :
biometrics (access control); face recognition; feature extraction; image classification; radial basis function networks; DCV-RBF feature classification; Gaborface images; Gaborpalm images; fused images; multi-modal biometrics recognition;
Journal_Title :
Electronics Letters
