Touch-less fingerprint recognition system

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

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

14 Citations (Scopus)

Abstract

Touch-less fingerprint recognition is regarded as a viable alternative to contact-based fingerprint recognition technology. It provides a near ideal solution to the problems in terms of hygienic, maintenance and latent fingerprints. In this paper, we present a touch-less fingerprint recognition system by using a digital camera. Specifically, we address the constraints of the fingerprint images that were acquired with digital camera, such as the low contrast between the ridges and the valleys in fingerprint images, defocus and motion blurriness. The system comprises of preprocessing, feature extraction and matching stages. The proposed preprocessing stage shows the promising results in terms of segmentation, enhancement and core point detection. Feature extraction is done by Gabor filter and the favorable verification results are attained with the Support Vector Machine.

Original languageEnglish
Title of host publication2007 IEEE Workshop on Automatic Identification Advanced Technologies - Proceedings
Pages24-29
Number of pages6
DOIs
Publication statusPublished - 2007 Oct 2
Event2007 IEEE Workshop on Automatic Identification Advanced Technologies, AUTOID 2007 - Alghero, Italy
Duration: 2007 Jun 72007 Jun 8

Other

Other2007 IEEE Workshop on Automatic Identification Advanced Technologies, AUTOID 2007
CountryItaly
CityAlghero
Period07/6/707/6/8

Fingerprint

Digital cameras
Feature extraction
Gabor filters
Support vector machines

All Science Journal Classification (ASJC) codes

  • Computer Science(all)

Cite this

Hiew, B. Y., Teoh, A. B. J., & Pang, Y. H. (2007). Touch-less fingerprint recognition system. In 2007 IEEE Workshop on Automatic Identification Advanced Technologies - Proceedings (pp. 24-29). [4263208] https://doi.org/10.1109/AUTOID.2007.380587
Hiew, B. Y. ; Teoh, Andrew B.J. ; Pang, Y. H. / Touch-less fingerprint recognition system. 2007 IEEE Workshop on Automatic Identification Advanced Technologies - Proceedings. 2007. pp. 24-29
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Hiew, BY, Teoh, ABJ & Pang, YH 2007, Touch-less fingerprint recognition system. in 2007 IEEE Workshop on Automatic Identification Advanced Technologies - Proceedings., 4263208, pp. 24-29, 2007 IEEE Workshop on Automatic Identification Advanced Technologies, AUTOID 2007, Alghero, Italy, 07/6/7. https://doi.org/10.1109/AUTOID.2007.380587

Touch-less fingerprint recognition system. / Hiew, B. Y.; Teoh, Andrew B.J.; Pang, Y. H.

2007 IEEE Workshop on Automatic Identification Advanced Technologies - Proceedings. 2007. p. 24-29 4263208.

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

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Hiew BY, Teoh ABJ, Pang YH. Touch-less fingerprint recognition system. In 2007 IEEE Workshop on Automatic Identification Advanced Technologies - Proceedings. 2007. p. 24-29. 4263208 https://doi.org/10.1109/AUTOID.2007.380587