Hardware implementation of fingerprint image thinning algorithm in FPGA device

In this paper, main perspectives of developing and implementing thinning algorithm in fingerprint extraction algorithm as a part of fingerprint recognition system is focused and presented. First, developing a simple algorithm to thin fingerprint image and test this algorithm on PC. The second thing...

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Bibliographic Details
Main Authors: Hermanto, Lingga, Sudiro, Sunny Arief, Wibowo, Eri Prasetyo
Format: Conference Proceeding
Language:English
Subjects:
component
Energy consumption
extraction algorithm
Field programmable gate arrays
fingerprint image
Fingerprint recognition
FPGA
Hardware
Image matching
Information technology
Iterative algorithms
Pixel
pixel value
Skeleton
skeletonization
Testing
thinning
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Summary:In this paper, main perspectives of developing and implementing thinning algorithm in fingerprint extraction algorithm as a part of fingerprint recognition system is focused and presented. First, developing a simple algorithm to thin fingerprint image and test this algorithm on PC. The second thing is implementing this algorithm into FPGA devices. The major research topics is developing and modifying thinning algorithm on pixel representation value '0', so there is no need a process concerning ROI segmentation. The first step of algorithm implementation in hardware environment (embedded) using FPGA Device by developing IP Core without using any soft processor is presented.
ISSN:2324-819X
2324-8203
DOI:10.1109/ICNIT.2010.5508534