Title :
ANN based fingerprint image ROI segmentation
Author :
Stojanovic, Branka ; Neskovic, Aleksandar ; Popovic, Zdravko ; Lukic, Vojislav
Author_Institution :
Vlatacom d.o.o., Belgrade, Serbia
Abstract :
This paper proposes ANN based method for fingerprint ROI (Region of Interest) segmentation. Proposed ANNs where trained with 10000 samples extracted from 20 fingerprint images (in grey-scale and binary modes). The experimental results, including three statistical performance indicators, shows very good performance of the proposed method on a test database of 200 fingerprint images.
Keywords :
feature extraction; fingerprint identification; image segmentation; neural nets; statistical analysis; ANN based fingerprint image ROI segmentation; ANN based method; binary modes; grey-scale modes; region of interest segmentation; statistical performance indicators; Artificial neural networks; Databases; Fingerprint recognition; Image matching; Image segmentation; Testing; Training; ANN; ROI segmentation; fingerprint;
Conference_Titel :
Telecommunications Forum Telfor (TELFOR), 2014 22nd
Conference_Location :
Belgrade
Print_ISBN :
978-1-4799-6190-0
DOI :
10.1109/TELFOR.2014.7034457
