Applying LBP operator to Gabor response for palmprint identification

Linlin Shen; Zhen Ji; Lei Zhang; Zhenhua Guo

doi:10.1109/ICIECS.2009.5364805

Applying LBP operator to Gabor response for palmprint identification

Linlin Shen, Zhen Ji, Lei Zhang, Zhenhua Guo

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

6 Citations (Scopus)

Abstract

We proposed in this paper an accurate and efficient approach for palmprint identification. In this method, a Gabor wavelet is first convolved with the palmprint image to produce a response image, where LBP is then applied to code the relation among the magnitude of wavelet response at central pixel with that of its neighbors. The method is fully tested using the public PolyU palmprint database. In the experiment, 3864 test images are identified by the proposed method against the 1158 templates. While palm code achieves only about 89% accuracy, over 96% accuracy is achieved by the proposed G-LBP approach. Our approach could identify a palmprint image within 200 ms.

Original language	English
Title of host publication	Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009
DOIs	https://doi.org/10.1109/ICIECS.2009.5364805
Publication status	Published - 2009
Externally published	Yes
Event	2009 International Conference on Information Engineering and Computer Science, ICIECS 2009 - Wuhan, China Duration: 19 Dec 2009 → 20 Dec 2009

Publication series

Name	Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009

Conference

Conference	2009 International Conference on Information Engineering and Computer Science, ICIECS 2009
Country/Territory	China
City	Wuhan
Period	19/12/09 → 20/12/09

Keywords

Gabor wavelet
Local binary pattern
Palmprint identification

ASJC Scopus subject areas

Artificial Intelligence
Computational Theory and Mathematics
Software

Access to Document

10.1109/ICIECS.2009.5364805

Cite this

Shen, L., Ji, Z., Zhang, L., & Guo, Z. (2009). Applying LBP operator to Gabor response for palmprint identification. In Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009 Article 5364805 (Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009). https://doi.org/10.1109/ICIECS.2009.5364805

@inproceedings{7ac1565f467148e0a38a49baacc09a3a,

title = "Applying LBP operator to Gabor response for palmprint identification",

abstract = "We proposed in this paper an accurate and efficient approach for palmprint identification. In this method, a Gabor wavelet is first convolved with the palmprint image to produce a response image, where LBP is then applied to code the relation among the magnitude of wavelet response at central pixel with that of its neighbors. The method is fully tested using the public PolyU palmprint database. In the experiment, 3864 test images are identified by the proposed method against the 1158 templates. While palm code achieves only about 89% accuracy, over 96% accuracy is achieved by the proposed G-LBP approach. Our approach could identify a palmprint image within 200 ms.",

keywords = "Gabor wavelet, Local binary pattern, Palmprint identification",

author = "Linlin Shen and Zhen Ji and Lei Zhang and Zhenhua Guo",

year = "2009",

doi = "10.1109/ICIECS.2009.5364805",

language = "English",

isbn = "9781424449941",

series = "Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009",

booktitle = "Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009",

note = "2009 International Conference on Information Engineering and Computer Science, ICIECS 2009 ; Conference date: 19-12-2009 Through 20-12-2009",

}

Shen, L, Ji, Z, Zhang, L & Guo, Z 2009, Applying LBP operator to Gabor response for palmprint identification. in Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009., 5364805, Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009, 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009, Wuhan, China, 19/12/09. https://doi.org/10.1109/ICIECS.2009.5364805

Applying LBP operator to Gabor response for palmprint identification. / Shen, Linlin; Ji, Zhen; Zhang, Lei et al.
Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009. 2009. 5364805 (Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Applying LBP operator to Gabor response for palmprint identification

AU - Shen, Linlin

AU - Ji, Zhen

AU - Zhang, Lei

AU - Guo, Zhenhua

PY - 2009

Y1 - 2009

N2 - We proposed in this paper an accurate and efficient approach for palmprint identification. In this method, a Gabor wavelet is first convolved with the palmprint image to produce a response image, where LBP is then applied to code the relation among the magnitude of wavelet response at central pixel with that of its neighbors. The method is fully tested using the public PolyU palmprint database. In the experiment, 3864 test images are identified by the proposed method against the 1158 templates. While palm code achieves only about 89% accuracy, over 96% accuracy is achieved by the proposed G-LBP approach. Our approach could identify a palmprint image within 200 ms.

AB - We proposed in this paper an accurate and efficient approach for palmprint identification. In this method, a Gabor wavelet is first convolved with the palmprint image to produce a response image, where LBP is then applied to code the relation among the magnitude of wavelet response at central pixel with that of its neighbors. The method is fully tested using the public PolyU palmprint database. In the experiment, 3864 test images are identified by the proposed method against the 1158 templates. While palm code achieves only about 89% accuracy, over 96% accuracy is achieved by the proposed G-LBP approach. Our approach could identify a palmprint image within 200 ms.

KW - Gabor wavelet

KW - Local binary pattern

KW - Palmprint identification

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U2 - 10.1109/ICIECS.2009.5364805

DO - 10.1109/ICIECS.2009.5364805

M3 - Conference contribution

AN - SCOPUS:77949615874

SN - 9781424449941

T3 - Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009

BT - Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009

T2 - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009

Y2 - 19 December 2009 through 20 December 2009

ER -

Applying LBP operator to Gabor response for palmprint identification

Abstract

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Conference

Keywords

ASJC Scopus subject areas

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