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2016 | OriginalPaper | Chapter

Phase Correlation Based Algorithm Using Fast Fourier Transform for Fingerprint Mosaicing

Authors : Satish H. Bhati, Umesh C. Pati

Published in: Proceedings of 3rd International Conference on Advanced Computing, Networking and Informatics

Publisher: Springer India

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Abstract

The fingerprint identification is a challenging task in criminal investigation due to less area of interest (ridges and valleys) in the fingerprint. In criminal incidences, the obtained fingerprints are often partial having less area of interest. Therefore, it is required to combine such partial fingerprints and make them entire such that it can be compared with stored fingerprint database for identification. The conventional phase correlation method is simple and fast, but the algorithm only works when the overlapping region is in the leftmost top corner in one of the two input images. However, it does not always happen in partial fingerprints obtained in forensic science. There are total six different possible positions of overlapping region in mosaiced fingerprint. The proposed algorithm solves the problem using the mirror image transformation of inputs and gives correct results for all possible positions of overlapping region.

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Metadata
Title
Phase Correlation Based Algorithm Using Fast Fourier Transform for Fingerprint Mosaicing
Authors
Satish H. Bhati
Umesh C. Pati
Copyright Year
2016
Publisher
Springer India
DOI
https://doi.org/10.1007/978-81-322-2538-6_52

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