Literature DB >> 19547201

A coherent framework for fingerprint analysis: are fingerprints Holograms?

Kieran G Larkin, Peter A Fletcher.   

Abstract

We propose a coherent mathematical model for human fingerprint images. Fingerprint structure is represented simply as a hologram - namely a phase modulated fringe pattern. The holographic form unifies analysis, classification, matching, compression, and synthesis of fingerprints in a self-consistent formalism. Hologram phase is at the heart of the method; a phase that uniquely decomposes into two parts via the Helmholtz decomposition theorem. Phase also circumvents the infinite frequency singularities that always occur at minutiae. Reliable analysis is possible using a recently discovered two-dimensional demodulator. The parsimony of this model is demonstrated by the reconstruction of a fingerprint image with an extreme compression factor of 239.

Entities:  

Year:  2007        PMID: 19547201     DOI: 10.1364/oe.15.008667

Source DB:  PubMed          Journal:  Opt Express        ISSN: 1094-4087            Impact factor:   3.894


  3 in total

1.  Isotropic scalar image visualization of vector differential image data using the inverse Riesz transform.

Authors:  Kieran G Larkin; Peter A Fletcher
Journal:  Biomed Opt Express       Date:  2014-02-26       Impact factor: 3.732

2.  Filter Design and Performance Evaluation for Fingerprint Image Segmentation.

Authors:  Duy Hoang Thai; Stephan Huckemann; Carsten Gottschlich
Journal:  PLoS One       Date:  2016-05-12       Impact factor: 3.240

3.  Convolution Comparison Pattern: An Efficient Local Image Descriptor for Fingerprint Liveness Detection.

Authors:  Carsten Gottschlich
Journal:  PLoS One       Date:  2016-02-04       Impact factor: 3.240

  3 in total

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