Open AccessAge Estimation and Gender Classification based on Face detection and feature extraction
Author(s) -
Sasikumar Gurumoorthy
Publication year - 2013
Publication title -
international journal of management and information technology
Language(s) - English
Resource type - Journals
ISSN - 2278-5612
DOI - 10.24297/ijmit.v4i1.809
Subject(s) - computer science , biometrics , artificial intelligence , face (sociological concept) , face detection , computer vision , feature extraction , facial recognition system , feature (linguistics) , identification (biology) , focus (optics) , pattern recognition (psychology) , object class detection , quality (philosophy) , social science , linguistics , philosophy , sociology , botany , physics , optics , epistemology , biology
Nowadays the computer systems created a various types of automated applications in personal identification like biometrics, face recognition techniques. Face verification has turn into an area of dynamic research and the applications are important in law enforcement because it can be done without involving the subject. Still, the influence of age estimation on face verification become a challenge to decide the similarity of pair images from individual faces considering very limited of data base availability. We focus on the development of image processing and face detection on face verification system by improving the quality of image quality. The main objective of the system is to compare the image with the reference images stored as templates in the database and to determine the age and gender.