International Journal of Engineering and Management Research (IJEMR)
Year : 2017, Volume : 7, Issue : 5
First page : ( 140) Last page : ( 146)
Print ISSN : 2394-6962. Online ISSN : 2250-0758.

Face Recognition using Fractal Dimensions (FD) based Feature

Soni Gayatri¹, Vishwakarma Surendra²

¹M.E. Computer Science, PIT Bhopal, (M.P), India

²Guide, M.E. Computer Science, PIT Bhopal, (M.P), India

Online published on 8 December, 2017.

Abstract

Face recognition uses are constantly gaining demands because of their requirements human authentication, access controller and surveillance systems. The developers are continuously working to make the system more precise and quicker this paper presents a face recognition system which uses fractal features/component for feature vector formation &then classified using the Support Vector Machine (SVM). Finally the proposed technique is implemented and comprehensively analyzed to test its performance we also compared it with Artificial Neural Network (ANN) classification method.

Top

Keywords

Fractal Dimensions (FD), Face Recognition, Support Vector Machine (SVM), Artificial Neural Network (ANN).

Top