Title :
An FPGA-Based Embedded System for Fingerprint Matching Using Phase-Only Correlation Algorithm
Author :
Danese, G. ; Giachero, M. ; Leporati, F. ; Matrone, G. ; Nazzicari, N.
Author_Institution :
Dipt. di Inf. e Sist., Univ. of Pavia, Pavia, Italy
Abstract :
Biometric identification systems are defined as systems exploiting automated methods of personal recognition based on physiological or behavioural characteristics. Among these, fingerprints are very reliable biometric identifiers. Trying to fasten the image processing step makes the recognition process more efficient, especially concerning embedded systems for real-time authentication. In this paper we propose an FPGA-based architecture that efficiently implements the high computationally demanding core of a matching algorithm based on phase-only spatial correlation. Moreover, we show how it is possible to use COTS components to embed an entire AFIS on chip and so reducing cost, space and energy used.
Keywords :
correlation methods; embedded systems; field programmable gate arrays; fingerprint identification; image matching; image processing equipment; AFIS; COTS components; FPGA; automatic fingerprint identification systems; biometric identification system; computationally demanding core; embedded system; fingerprint matching; matching algorithm; phase-only spatial correlation; Authentication; Biometrics; Character recognition; Computer architecture; Costs; Embedded system; Fingerprint recognition; Image processing; Image recognition; Real time systems; Applications Specific Processors; FPGA; Fingerprint Matching;
Conference_Titel :
Digital System Design, Architectures, Methods and Tools, 2009. DSD '09. 12th Euromicro Conference on
Conference_Location :
Patras
Print_ISBN :
978-0-7695-3782-5
DOI :
10.1109/DSD.2009.222