DocumentCode :
2508725
Title :
An efficient VLSI architecture for fingerprint recognition using O2D-DWT architecture and modified CORDIC-FFT
Author :
Bhairannawar, Satish S. ; Sarkar, Sayantam ; Raja, K.B. ; Venugopal, K.R.
Author_Institution :
Dept. of Electron. & Commun. Eng., Dayananda Sagar Coll. of Eng., Bangalore, India
fYear :
2015
fDate :
19-21 Feb. 2015
Firstpage :
1
Lastpage :
5
Abstract :
The real time biometric systems are used to authenticate persons for various applications. In this paper, we propose an efficient VLSI architecture for fingerprint recognition using O2D-DWT architecture and modified CORDIC-FFT. The O2D-DWT architecture is designed using only adders and shifters for high speed operation and is applied on fingerprint image to generate four sub-bands. The optimized Fast Fourier Transform (OFFT) architecture is designed by computing different twiddle factor angles using modified CORDIC processor and is applied on LL sub-band coefficients to generate final fingerprint features. The test fingerprint features are compared with features of fingerprint images in database using Euclidean Distance. It is observed that the performance of proposed architecture is better compared to existing architectures.
Keywords :
VLSI; discrete wavelet transforms; fast Fourier transforms; feature extraction; fingerprint identification; microprocessor chips; real-time systems; Euclidean Distance; LL sub-band coefficients; O2D-DWT architecture; OFFT architecture; VLSI architecture; adders; fingerprint features; fingerprint image; fingerprint recognition; modified CORDIC processor; modified CORDIC-FFT; optimized fast Fourier transform architecture; person authentication; real time biometric systems; shifters; Computer architecture; Databases; Discrete wavelet transforms; Fingerprint recognition; Finite impulse response filters; Very large scale integration; FPGA; Fingerprint based biometric system; Modified CORDIC processor; Optimized 2D-DWT architecture; Optimized FFT architecture;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, Informatics, Communication and Energy Systems (SPICES), 2015 IEEE International Conference on
Conference_Location :
Kozhikode
Type :
conf
DOI :
10.1109/SPICES.2015.7091397
Filename :
7091397
Link To Document :
بازگشت