access icon free Simulation of synthetic fingerprint generation using Petri nets

This study describes the generation process of a synthetic fingerprint using the Petri nets. The presented Petri net simulates this process, in general. Then, there are presented various initial markings which simulate a particular real-life scenario. The proposed Petri net could be used to make the creation process more understandable and also it gives some space for optimisation and parallelisation.

Inspec keywords: optimisation; Petri nets; fingerprint identification

Other keywords: synthetic fingerprint generation; optimisation; parallelisation; Petri nets

Subjects: Combinatorial mathematics; Optimisation techniques; Optimisation techniques; Image recognition; Combinatorial mathematics; Computer vision and image processing techniques

References

    1. 1)
      • 13. Ansari, A.H.: ‘Generation and storage of large synthetic fingerprint database’. ME thesis, IISc, 2011.
    2. 2)
      • 12. Johnson, P.A., Hua, F., Schuckers, S.: ‘Texture modeling for synthetic fingerprint generation’. 2013 IEEE Conf. on Computer Vision and Pattern Recognition Workshops, 2013, pp. 154159.
    3. 3)
      • 5. Diaz, M.: ‘Petri nets: fundamental models, verification and applications’ (ISTE Ltd., 2009).
    4. 4)
      • 7. Drahanský, M.: ‘Fingerprint recognition technology – related topics’ (LAP LAMBERT Academic Publishing GmbH & Co. KG, 2011).
    5. 5)
      • 2. Češka, M.: ‘Petriho sítě’ (Akademické nakladatelství CERM Brno, 1994).
    6. 6)
      • 1. Reisig, W.: ‘Understanding Petri nets’ (Springer-Verlag, 2013).
    7. 7)
      • 11. Zhao, Q., Jain, A.K., Paulter, N.G., et al: ‘Fingerprint image synthesis based on statistical feature models’. 2012 IEEE Fifth Int. Conf. on Biometrics: Theory, Applications and Systems (BTAS), 2012, pp. 2330.
    8. 8)
      • 9. Kanich, O.: ‘Fingerprint damage simulation – a simulation of fingerprint distortion, damaged sensor, pressure and moisture’ (LAP LAMBERT Academic Publishing GmbH & Co. KG, 2014).
    9. 9)
      • 3. Badouel, E., Bernardinello, L., Dorondeau, P.: ‘Petri net synthesis’ (Springer-Verlag, 2015).
    10. 10)
      • 4. Popova-Zeugmann, L.: ‘Time and Petri nets’ (Springer-Verlag, 2013).
    11. 11)
      • 14. Bárta, M.: ‘Generation of skin disease into the synthetic fingerprints’. MSc thesis, FIT Brno University of Technology, 2016.
    12. 12)
      • 10. Drahanský, M., Kanich, O.: ‘Vulnerabilities of biometric systems’. Conf. on Security and Protection of Information, Brno, Czech Republic, 2015, pp. 5360.
    13. 13)
      • 8. Drahanský, M., Kanich, O., Březinová, E.: ‘Is fingerprint recognition really so reliable and secure?, Challenges for fingerprint recognition – spoofing, skin diseases and environmental effects’, in Tistarelli, M., Champod, C. (Eds.): ‘Handbook of biometrics for forensic science’ (Springer, Alghero, 2017), p. 21. ISBN 978-3-319-50671-5.
    14. 14)
      • 6. Maltoni, D., Maio, D., Jain, A.K., et al: ‘Handbook of fingerprint recognition’ (Springer, 2009).
http://iet.metastore.ingenta.com/content/journals/10.1049/iet-bmt.2016.0041
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