Digital camera based fingerprint recognition

B. Y. Hiew, Andrew B.J. Teoh, Y. H. Pang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)

Abstract

Touch-less fingerprint recognition deserves increasing attention as it lets off the problems of deformation, maintenance, latent fingerprint problems and so on that still exist in the touch-based fingerprint technology. However, problems such as the low ridges-valleys contrast in the fingerprint images, defocus and motion blurriness raise when developing a digital camera based fingerprint recognition system. The system comprises of preprocessing, feature extraction and matching stages. The proposed preprocessing stage presents the promising results in terms of segmentation, enhancement and core point detection. Feature extraction is done by Gabor filter followed by Principle Component Analysis (PCA) and the favorable verification results are attained with Cosine Angle.

Original languageEnglish
Title of host publicationProceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007
Pages676-681
Number of pages6
DOIs
Publication statusPublished - 2007 Dec 1
Event2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007 - Penang, Malaysia
Duration: 2007 May 142007 May 17

Other

Other2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007
CountryMalaysia
CityPenang
Period07/5/1407/5/17

Fingerprint

Digital cameras
Feature extraction
Gabor filters

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Electrical and Electronic Engineering
  • Communication

Cite this

Hiew, B. Y., Teoh, A. B. J., & Pang, Y. H. (2007). Digital camera based fingerprint recognition. In Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007 (pp. 676-681). [4448572] https://doi.org/10.1109/ICTMICC.2007.4448572
Hiew, B. Y. ; Teoh, Andrew B.J. ; Pang, Y. H. / Digital camera based fingerprint recognition. Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007. 2007. pp. 676-681
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abstract = "Touch-less fingerprint recognition deserves increasing attention as it lets off the problems of deformation, maintenance, latent fingerprint problems and so on that still exist in the touch-based fingerprint technology. However, problems such as the low ridges-valleys contrast in the fingerprint images, defocus and motion blurriness raise when developing a digital camera based fingerprint recognition system. The system comprises of preprocessing, feature extraction and matching stages. The proposed preprocessing stage presents the promising results in terms of segmentation, enhancement and core point detection. Feature extraction is done by Gabor filter followed by Principle Component Analysis (PCA) and the favorable verification results are attained with Cosine Angle.",
author = "Hiew, {B. Y.} and Teoh, {Andrew B.J.} and Pang, {Y. H.}",
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Hiew, BY, Teoh, ABJ & Pang, YH 2007, Digital camera based fingerprint recognition. in Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007., 4448572, pp. 676-681, 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007, Penang, Malaysia, 07/5/14. https://doi.org/10.1109/ICTMICC.2007.4448572

Digital camera based fingerprint recognition. / Hiew, B. Y.; Teoh, Andrew B.J.; Pang, Y. H.

Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007. 2007. p. 676-681 4448572.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AB - Touch-less fingerprint recognition deserves increasing attention as it lets off the problems of deformation, maintenance, latent fingerprint problems and so on that still exist in the touch-based fingerprint technology. However, problems such as the low ridges-valleys contrast in the fingerprint images, defocus and motion blurriness raise when developing a digital camera based fingerprint recognition system. The system comprises of preprocessing, feature extraction and matching stages. The proposed preprocessing stage presents the promising results in terms of segmentation, enhancement and core point detection. Feature extraction is done by Gabor filter followed by Principle Component Analysis (PCA) and the favorable verification results are attained with Cosine Angle.

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Hiew BY, Teoh ABJ, Pang YH. Digital camera based fingerprint recognition. In Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007. 2007. p. 676-681. 4448572 https://doi.org/10.1109/ICTMICC.2007.4448572