Title :
DSP hardware design for fingerprint binarization and thinning on FPGA
Author :
Das, Ratan Kumar ; De, Avik ; Pal, Chandrajit ; Chakrabarti, Anandaroop
fDate :
Jan. 31 2014-Feb. 2 2014
Abstract :
Binarization and thinning are the two critical preprocessing stages designed for accurate extraction of minutiae features from the preprocessed image in fingerprint identification system. In this work an efficient design of DSP hardware for binarization and thinning of fingerprint images has been achieved based on Otsu´s thresholding method for binarization and Zhang and Suen´s method for thinning. Optimization has been achieved in our proposed hardware design, which improved the performance in terms of execution speed. The algorithms are designed in Xilinx System Generator using DSP hardware blocks and executed on Xilinx Spartan 6 FPGA (field programmable gate array) device.
Keywords :
digital signal processing chips; feature extraction; field programmable gate arrays; fingerprint identification; image segmentation; image thinning; optimisation; DSP hardware design; Otsu thresholding method; Xilinx Spartan 6 FPGA; Xilinx system generator; field programmable gate array; fingerprint binarization; fingerprint identification system; fingerprint thinning; Algorithm design and analysis; Clocks; Fingerprint recognition; Hardware; Histograms; Radiation detectors; Random access memory; DSP hardware; System Generator; binarization; thinning;
Conference_Titel :
Control, Instrumentation, Energy and Communication (CIEC), 2014 International Conference on
Conference_Location :
Calcutta
DOI :
10.1109/CIEC.2014.6959148