Title :
Fingerprint verification by correlation using wavelet compression of preprocessing digital images
Author :
Morales, Y. ; Diaz, L. ; Vega, F. ; Torres, C. ; Mattos, L.
Abstract :
In this paper, we implemented a practical digital security system that combines digital correlation, wavelet compression with digital images preprocessing. The system has a biometric sensor; it is charge to capture the images and to digitize them. These images are preprocessed using wavelet based image compression and are skeleting for to stand out elements of the image that are considered of greater importance, eliminating the undesired signals, that because of the method of acquisition, or the conditions under which it was captured they appear in the same one. These images are stored in the data base, which to the being passed through different algorithms makes a compound filter, that serves as reference or pattern fingerprint for making the comparisons. These comparisons are showing in a graph where are observed amplitude different for each one from fingerprint, this make with help Fourier transformed and the correlation operations that allows quantifying the degree of similarity between two images. Depending on the results thrown by the system at the time of comparing a new fingerprint with the compound filter the access will be allowed or not the user.
Keywords :
Fourier transforms; data compression; filtering theory; fingerprint identification; graph theory; image coding; security of data; wavelet transforms; Fourier transforms; acquisition method; biometric sensor; compound filter; correlation operation; digital image preprocessing; digital security system; fingerprint verification; graph; image capture; image similarity degree; undesired signal elimination; wavelet based image compression; wavelet compression; Databases; Fingerprint recognition; Image coding; Wavelet transforms; Digital Correlation; Fourier Transformed; Processed digital of Images; Wavelet Transformed; biometric System of fingerprint; compound filter;
Conference_Titel :
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4673-2419-9
Electronic_ISBN :
1553-572X
DOI :
10.1109/IECON.2012.6388517