Real Time Face Detection And Recognition Using Hybrid Method

Authors

  • Ashish Kumrawat
  • M.P.S. Chawla

Keywords:

Face Detection and Recognition, YCbCr, Viola-Jones algorithm, Gabor filter, PCA.

Abstract

Over the last few decades, the advancement in computer technology has made it possible to
work Biometric systems with very high efficiency in real life scenario. Various efforts have
been made to minimize pre-processing time. In this paper, the application developed here
includes human face detection and recognition system using hybrid techniques. The hybrid
technique is basically a combination of skin grabbing, Gabor filter and PCA. The whole
system is divided into two sections. Firstly, real time detection of faces using various skin
grabbing techniques. Secondly,a face recognition system using Gabor filter and PCA method.
Hybrid technique for face detection and recognition guarantees accuracy.

Published

2017-12-03

Issue

Section

Research Articles