Gender Recognition from Model’s Face Using SVM Algorithm
|International Journal of Engineering Trends and Technology (IJETT)||
|© 2014 by IJETT Journal|
|Year of Publication : 2014|
|Authors : Deepak Deshmukh
Deepak Deshmukh. "Gender Recognition from Model’s Face Using SVM Algorithm", International Journal of Engineering Trends and Technology (IJETT), V10(1),13-18 April 2014. ISSN:2231-5381. www.ijettjournal.org. published by seventh sense research group
This paper presents a method for Gender Recognition using Support Vector Machine (SVM).This System consists of two stages – Feature Extraction and SVM Classification. In Feature Extraction we separate out eyes nose and mouth from the face. In SVM Classification those separated parts are grouped in two parts.(Male anf Female). This System is carried out in two Process – Training Process and Testing Process. In Training Process we create the database of few persons and mention their group (Male or Female) simultaneously. Testing Process deals with the test samples which we have to predict if its male or female. And finally Gender Classification is done by using Facial Feature, using SVM.
. Baback Moghaddam and Ming-Hsuan Yang ‘Gender Classification with Support VectorMachines’ ‘Proceedings of the 4th IEEE International Conference on Face and Gesture Recognition, March,2000’.
. David Masip, Jordi Vitrià ‘Boosted discriminant projections for nearest neighbor classification’
. Proyecto Fin de Carrera ‘Face Recognition Algorithms’,’ June 16, 2010’
. Support Vector Machines for Classifying Face Data David Shaw Due: 12/14/2009.
. Pattern Based Gender Classification Omveer Singh, Gautam Bommagani, , Sravan Reddy Ravula. Vinit Kumar Gunjan,’ International Journal of Advanced Research in Computer Science and Software Engineering’
. ‘Support Vector Machines for Classifying Face Data’ David Shaw Due: 12/14/2009
. Classification of Face Images Based on Gender using Dimensionality Reduction Techniques and SVM Fahim Mannan
. ‘GENDER CLASSIFICATION USING SUPPORT VECTOR MACHINES’ Ashwin Swaminathan ENEE633: Statistical and Neural Pattern Recognition.
. “International Journal of Signal Processing, Image Processing and Pattern Recognition” 3, September, 2011 Face Recognition Based on SVM and 2DPCA Thai Hoang Le, Len Bui.
. MITSUBISHI ELECTRIC RESEARCH LABORATORIES Gender Classification with Support Vector Machines Baback Moghaddam and Ming-Hsuan Yang.
. Face Detection with Facial Features and Gender Classification Based On Support Vector Machine S.Ravi1, S.Wilson2 Centre for Information Technology and Engineering, Manonmaniam Sundaranar University, Tirunelveli, India.
SVM , Support Vectors , Fisher Algorithm.