Digital camera based fingerprint recognition

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

doi:10.1109/ICTMICC.2007.4448572

Digital camera based fingerprint recognition

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

Department of Electrical and Electronic Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

17 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 language	English
Title of host publication	Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007
Pages	676-681
Number of pages	6
DOIs	https://doi.org/10.1109/ICTMICC.2007.4448572
Publication status	Published - 2007
Event	2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007 - Penang, Malaysia Duration: 2007 May 14 → 2007 May 17

Publication series

Name	Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007

Other

Other	2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007
Country/Territory	Malaysia
City	Penang
Period	07/5/14 → 07/5/17

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Electrical and Electronic Engineering
Communication

Access to Document

10.1109/ICTMICC.2007.4448572

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] (Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007). 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 (Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007).

@inproceedings{d854e3d91b1c4293833afe03912de3d0,

title = "Digital camera based fingerprint recognition",

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.}",

year = "2007",

doi = "10.1109/ICTMICC.2007.4448572",

language = "English",

isbn = "1424410940",

series = "Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007",

pages = "676--681",

booktitle = "Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007",

note = "2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007 ; Conference date: 14-05-2007 Through 17-05-2007",

}

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, Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007, 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 (Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007).

Research output: Chapter in Book/Report/Conference proceeding › Conference 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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T3 - Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007

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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. (Proceeding - 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, ICT-MICC 2007). doi: 10.1109/ICTMICC.2007.4448572

Digital camera based fingerprint recognition

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