Gender Recognition from Model’s Face Using SVM Algorithm

Deepak Deshmukh

doi:https://doi.org/10.14445/22315381/IJETT-V10P204

Research Article | Open Access | Download PDF

Volume 10 | Number 1 | Year 2014 | Article Id. IJETT-V10P204 | DOI : https://doi.org/10.14445/22315381/IJETT-V10P204

Gender Recognition from Model’s Face Using SVM Algorithm

Deepak Deshmukh

Citation :

Deepak Deshmukh, "Gender Recognition from Model’s Face Using SVM Algorithm," International Journal of Engineering Trends and Technology (IJETT), vol. 10, no. 1, pp. 13-18, 2014. Crossref, https://doi.org/10.14445/22315381/IJETT-V10P204

Abstract

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.

Keywords

SVM , Support Vectors , Fisher Algorithm.

References

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