Skip to main content

2017 | OriginalPaper | Buchkapitel

Analysis of Finger Vein Feature Extraction Using Cross-Sectional Profile Approach

verfasst von : Amir Hajian, Dzati Athiar Ramli

Erschienen in: 9th International Conference on Robotic, Vision, Signal Processing and Power Applications

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Finger vein identification technique has drawn much attention among scholars recently. As a result, various methods have been proposed in order to design robust identification systems. There are four important steps in executing finger vein identification techniques which are data accusation, feature extraction, pattern matching and decision of the identification. This study focuses on extraction methods by introducing repeated line tracking and maximum curvature which work based on the cross-sectional profile of the finger vein image. The experimental results revealed that these methods are feasible to be used for finger vein feature extraction.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Aykut M (2015) Developing a contactless palmprint authentication system by introducing a novel ROI extraction method. Image Vis Comput 40 Aykut M (2015) Developing a contactless palmprint authentication system by introducing a novel ROI extraction method. Image Vis Comput 40
2.
Zurück zum Zitat Umer S (2015) Iris recognition using multiscale morphologic feature. Pattern Recogn Lett 65 Umer S (2015) Iris recognition using multiscale morphologic feature. Pattern Recogn Lett 65
3.
Zurück zum Zitat Tome P, Vera-Rodriquez (2015) Facial soft biometric feature for forensic recognition. Forensic Sci Int 257 Tome P, Vera-Rodriquez (2015) Facial soft biometric feature for forensic recognition. Forensic Sci Int 257
4.
Zurück zum Zitat Hajian A, Damavandinejadmonfared S (2014) Optimal feature extraction dimension in finger vein recognition using kernel principal component analysis. Int J Comput Inf Syst Control Eng 8(9) Hajian A, Damavandinejadmonfared S (2014) Optimal feature extraction dimension in finger vein recognition using kernel principal component analysis. Int J Comput Inf Syst Control Eng 8(9)
5.
Zurück zum Zitat Liu RR, Corrow SL (2015) The processing of voice identity in developmental prosopagnosia. Cortex 71 Liu RR, Corrow SL (2015) The processing of voice identity in developmental prosopagnosia. Cortex 71
6.
Zurück zum Zitat Miura N, Nagasaka A, Miyatake T (2001) An extraction of finger vein patterns based on multipoint iterative line tracing. In: Proceedings of the 2001 IEICE general conference, Shiga, Japan, D-12-4 (in Japanese) Miura N, Nagasaka A, Miyatake T (2001) An extraction of finger vein patterns based on multipoint iterative line tracing. In: Proceedings of the 2001 IEICE general conference, Shiga, Japan, D-12-4 (in Japanese)
7.
Zurück zum Zitat Shen W, Surette M, Khanna R (1997) Evaluation of automated biometrics-based identification and verification systems. Special issue on automated biometric systems. Proc IEEE 85(9):1463–1478 Shen W, Surette M, Khanna R (1997) Evaluation of automated biometrics-based identification and verification systems. Special issue on automated biometric systems. Proc IEEE 85(9):1463–1478
8.
Zurück zum Zitat Vinothkumar S, Sanmuga Sundaram R (2014) A survey of finger vein extraction techniques and its applications. Int J Eng Res Technol 3(2):2278–0181 Vinothkumar S, Sanmuga Sundaram R (2014) A survey of finger vein extraction techniques and its applications. Int J Eng Res Technol 3(2):2278–0181
9.
Zurück zum Zitat Montesinos P, Alquier L (1996) Perceptual organization of thin networks with active contour functions applied to medical and aerial images. Proc ICPR’96. Austria, Vienna, pp 25–30 Montesinos P, Alquier L (1996) Perceptual organization of thin networks with active contour functions applied to medical and aerial images. Proc ICPR’96. Austria, Vienna, pp 25–30
10.
Zurück zum Zitat Krishnan A (2015) A survey of mathematical techniques in finger vein biometrics. J Theoret Comput Math 2015 Krishnan A (2015) A survey of mathematical techniques in finger vein biometrics. J Theoret Comput Math 2015
11.
Zurück zum Zitat Hoover A, Kouznetsova V, Goldbaum M (2000) Locating blood vessels in retinal images by piece-wise threshold probing of a matched filter response. IEEE Trans Med Imag 19(3):203–210CrossRef Hoover A, Kouznetsova V, Goldbaum M (2000) Locating blood vessels in retinal images by piece-wise threshold probing of a matched filter response. IEEE Trans Med Imag 19(3):203–210CrossRef
12.
Zurück zum Zitat Maio D, Maltoni D (1997) Direct gray-scale minutiae detection in fingerprints. IEEE Trans Pattern Anal Mach Intell 19(1):27–40CrossRef Maio D, Maltoni D (1997) Direct gray-scale minutiae detection in fingerprints. IEEE Trans Pattern Anal Mach Intell 19(1):27–40CrossRef
13.
Zurück zum Zitat Miura N, Nagasaka A, Miyatake T (2004) Feature extraction of finger-vein patterns based on repeated line tracking and its application to personal identification. Springer Miura N, Nagasaka A, Miyatake T (2004) Feature extraction of finger-vein patterns based on repeated line tracking and its application to personal identification. Springer
14.
Zurück zum Zitat Liu T, Xie JB (2013) An algorithm or finger-vein segmentation based on modified repeated line tracing. Imag Sci J Liu T, Xie JB (2013) An algorithm or finger-vein segmentation based on modified repeated line tracing. Imag Sci J
15.
Zurück zum Zitat Miura N (2005) Extraction of finger-vein patterns using maximum curvature points in image profiles. In: Conference on Machine VIsion Applications, May 16–18, 2005, Tsukuba Science City, Japan Miura N (2005) Extraction of finger-vein patterns using maximum curvature points in image profiles. In: Conference on Machine VIsion Applications, May 16–18, 2005, Tsukuba Science City, Japan
16.
Zurück zum Zitat Akmal WK (2013) Finger vein minutiae points extraction based on maximum curvature point in image profile and finger application methods. Aust J Basic Appl Sci 7 Akmal WK (2013) Finger vein minutiae points extraction based on maximum curvature point in image profile and finger application methods. Aust J Basic Appl Sci 7
Metadaten
Titel
Analysis of Finger Vein Feature Extraction Using Cross-Sectional Profile Approach
verfasst von
Amir Hajian
Dzati Athiar Ramli
Copyright-Jahr
2017
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-1721-6_66

Neuer Inhalt