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Current Trends in Science and Technology

an Open Access Publication ISSN: 0976-9730 | 0976-9498

Engineering and Technology

SWT based Face Recognition using FFT Features

ChandrakalaV, ChetanTippanna Madiwalar, K Suresh Babu, K B Raja, Venugopal K R
1Dr. Ambedkar Institute of Technology, Bangalore-560056, India. Email id: v_chandu9@yahoo.com, 2University of Visvesvaraya College of Engineering, Bangalore University, Bangalore-560 001, India. Email id: chetanmadiwalar0845@gmail.com
Online First: November 16, 2017
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Abstract

Face Recognition is an efficient biometric system to identify human beings effectively. In this paper, we propose SWT based Face recognition using FFT features. The face images of various face databases with different sizes are resized to 112×92 to maintain uniformity. The Stationary Wavelet Transform (SWT) is used on face images to obtain low frequency sub-band of size 112×92. The Fast Fourier Transform is applied on SWT subband to extract final absolute FFT features of face images. The Euclidean Distance is used to compare features of database images with test face images to compute performance parameters. The SWT is the shift invariant transformation used on face images of a person with different pose and intensity values to extract initial features for better recognition. The final FFT features of SWT matrix identity effectively similar and different face images of human beings. It is observed that the performance of the proposed method is better compared to existing methods.

Keyword : Biometrics, SWT, FFT, Face Recognition

  Submitted
Nov 16, 2017
Published
Nov 16, 2017
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