DocumentCode
3039686
Title
A fast and memory efficient approach for fingerprint authentication system
Author
Allah, Mohamed Mostafa Abd
Author_Institution
Dept. of Electr., Commun. & Electornics, Minia Univ., Egypt
fYear
2005
fDate
15-16 Sept. 2005
Firstpage
259
Lastpage
263
Abstract
It is still a challenge to integrate a biometrics solution such as fingerprint matching into a smart card. However, current generation of smart card is usually equipped with an 8- or 16-bit microcontroller which has limitations on hardware resources. In this paper, we present our approaches to reduce memory requirement for storing image buffer and to reduce the image processing time. Also, we show the advantages of using line extraction scheme to reduce the size of the accumulator array and to speed up the matching process. The proposed method contains more information per bit than the conventional method that can be embedded in smart cards for a real-time match-on-card system implementation. Furthermore, optimization in platform level offers feasibility of code integration into a low memory budget platform. An example of fingerprint identification implementation on a DSP platform with limited memory budget is presented to show effectiveness of our approach.
Keywords
digital signal processing chips; feature extraction; fingerprint identification; image matching; DSP platform; fingerprint authentication system; fingerprint matching; image buffer; line extraction scheme; match-on-card system; smart card; Authentication; Biometrics; Buffer storage; Data mining; Fingerprint recognition; Hardware; Image processing; Microcontrollers; Real time systems; Smart cards;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Video and Signal Based Surveillance, 2005. AVSS 2005. IEEE Conference on
Print_ISBN
0-7803-9385-6
Type
conf
DOI
10.1109/AVSS.2005.1577277
Filename
1577277
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