Title :
Hardware implementation of fingerprint image thinning algorithm in FPGA device
Author :
Hermanto, Lingga ; Sudiro, Sunny Arief ; Wibowo, Eri Prasetyo
Author_Institution :
Doctoral Program, Univ. Jakarta, Jakarta, Indonesia
Abstract :
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.
Keywords :
feature extraction; field programmable gate arrays; fingerprint identification; image segmentation; FPGA device; IP core; ROI segmentation; field programmable gate array; fingerprint extraction algorithm; fingerprint image thinning algorithm; fingerprint recognition system; pixel representation; region-of-interest; Energy consumption; Field programmable gate arrays; Fingerprint recognition; Hardware; Image matching; Information technology; Iterative algorithms; Pixel; Skeleton; Testing; FPGA; component; extraction algorithm; fingerprint image; pixel value; skeletonization; thinning;
Conference_Titel :
Networking and Information Technology (ICNIT), 2010 International Conference on
Conference_Location :
Manila
Print_ISBN :
978-1-4244-7579-7
Electronic_ISBN :
978-1-4244-7578-0
DOI :
10.1109/ICNIT.2010.5508534