Title :
Re-TOF: Reconstructing Torn Offline Fingerprint
Author :
Gupta, Anand ; Jain, Vinesh ; Goyal, Vibha
Author_Institution :
Dept. of Inf. Technol., NSIT, New Delhi, India
Abstract :
Offline fingerprints find immense application in the fields of user authentication and criminal identification. But if an insider or a criminal gets unauthorized access to the printed database of fingerprints at a criminology department, then he might tamper or tear them. This may lead to loss of evidence, which could have been useful at the time of post-detection. We feel that no work has been carried out in stitching those torn off images without loss of any fingerprint features. To advocate this need, we introduce Re-TOF (reconstructing torn offline fingerprint), a novel technique of stitching such images which are cut portions of a fingerprint and do not have any overlap. Re-TOF exploits the similar features of the ridges that get cut while tearing off a fingerprint. Experimental evaluation on FVC 2002 database using FAR and FRR verifies the proposed Re-TOF technique.
Keywords :
authorisation; fingerprint identification; image reconstruction; image segmentation; message authentication; FVC 2002 database; Re-TOF; criminal identification; fingerprint mosaicking; image stitching; printed database; torn offline fingerprint reconstruction; user authentication; Biometrics; Computer science; Costs; Euclidean distance; Fingerprint recognition; Frequency estimation; Gabor filters; Image databases; Image reconstruction; Image segmentation; Biometrics; Boundary Minutiae; Fingerprint Mosaicking; Gabor Filter; Offline Fingerprint;
Conference_Titel :
Methods and Models in Computer Science, 2009. ICM2CS 2009. Proceeding of International Conference on
Conference_Location :
Delhi
Print_ISBN :
978-1-4244-5051-0
DOI :
10.1109/ICM2CS.2009.5397931