Fourier spectral of PalmCode as descriptor for palmprint recognition

Qiuqi Ruan; Lieuwe Jan Spreeuwers; Raymond N.J. Veldhuis

doi:10.5220/0004228000220032

Fourier spectral of PalmCode as descriptor for palmprint recognition

Qiuqi Ruan, Lieuwe Jan Spreeuwers, Raymond N.J. Veldhuis

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

1 Citation (Scopus)

114 Downloads (Pure)

Abstract

Study on automatic person recognition by palmprint is currently a hot topic. In this paper, we propose a novel palmprint recognition method by transforming the typical palmprint phase code feature into its Fourier frequency domain. The resulting real-valued Fourier spectral features are further processed by horizontal and vertical 2DPCA method, which proves highly efficient in terms of computational complexity, storage requirement and recognition accuracy. This paper also gives a contrast study on palm code and competitive code under the proposed feature extraction framework. Besides, experimental results on the Hongkong PolyU Palmprint database demonstrate that the proposed method outperforms many currently reported local Gabor pattern approaches for palmprint recognition.

Original language	English
Title of host publication	Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods (ICPRAM 2013)
Editors	Meiru Mu
Publisher	SCITEPRESS
Pages	22-32
Number of pages	11
ISBN (Print)	978-989-8565-41-9
DOIs	https://doi.org/10.5220/0004228000220032
Publication status	Published - Feb 2013
Event	2nd International Conference on Pattern Recognition Applications and Methods, ICPRAM 2013 - Barcelona, Spain Duration: 15 Feb 2013 → 18 Feb 2013 Conference number: 2

Conference

Conference	2nd International Conference on Pattern Recognition Applications and Methods, ICPRAM 2013
Abbreviated title	ICPRAM
Country/Territory	Spain
City	Barcelona
Period	15/02/13 → 18/02/13

Keywords

SCS-Safety
Gabor filtering
Palm code
Fourier spectral
Horizontal and vertical 2DPCA
Palmprint recognition

Access to Document

10.5220/0004228000220032

Cite this

@inproceedings{1061a92c7799420d93a8c6d81d4914c6,

title = "Fourier spectral of PalmCode as descriptor for palmprint recognition",

abstract = "Study on automatic person recognition by palmprint is currently a hot topic. In this paper, we propose a novel palmprint recognition method by transforming the typical palmprint phase code feature into its Fourier frequency domain. The resulting real-valued Fourier spectral features are further processed by horizontal and vertical 2DPCA method, which proves highly efficient in terms of computational complexity, storage requirement and recognition accuracy. This paper also gives a contrast study on palm code and competitive code under the proposed feature extraction framework. Besides, experimental results on the Hongkong PolyU Palmprint database demonstrate that the proposed method outperforms many currently reported local Gabor pattern approaches for palmprint recognition.",

keywords = "SCS-Safety, Gabor filtering, Palm code, Fourier spectral, Horizontal and vertical 2DPCA, Palmprint recognition",

author = "Qiuqi Ruan and Spreeuwers, {Lieuwe Jan} and Veldhuis, {Raymond N.J.}",

year = "2013",

month = feb,

doi = "10.5220/0004228000220032",

language = "English",

isbn = "978-989-8565-41-9",

pages = "22--32",

editor = "Meiru Mu",

booktitle = "Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods (ICPRAM 2013)",

publisher = "SCITEPRESS",

note = "2nd International Conference on Pattern Recognition Applications and Methods, ICPRAM 2013, ICPRAM ; Conference date: 15-02-2013 Through 18-02-2013",

}

Ruan, Q, Spreeuwers, LJ & Veldhuis, RNJ 2013, Fourier spectral of PalmCode as descriptor for palmprint recognition. in M Mu (ed.), Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods (ICPRAM 2013). SCITEPRESS, pp. 22-32, 2nd International Conference on Pattern Recognition Applications and Methods, ICPRAM 2013, Barcelona, Spain, 15/02/13. https://doi.org/10.5220/0004228000220032

Fourier spectral of PalmCode as descriptor for palmprint recognition. / Ruan, Qiuqi; Spreeuwers, Lieuwe Jan ; Veldhuis, Raymond N.J.
Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods (ICPRAM 2013). ed. / Meiru Mu. SCITEPRESS, 2013. p. 22-32.

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

TY - GEN

T1 - Fourier spectral of PalmCode as descriptor for palmprint recognition

AU - Ruan, Qiuqi

AU - Spreeuwers, Lieuwe Jan

AU - Veldhuis, Raymond N.J.

N1 - Conference code: 2

PY - 2013/2

Y1 - 2013/2

N2 - Study on automatic person recognition by palmprint is currently a hot topic. In this paper, we propose a novel palmprint recognition method by transforming the typical palmprint phase code feature into its Fourier frequency domain. The resulting real-valued Fourier spectral features are further processed by horizontal and vertical 2DPCA method, which proves highly efficient in terms of computational complexity, storage requirement and recognition accuracy. This paper also gives a contrast study on palm code and competitive code under the proposed feature extraction framework. Besides, experimental results on the Hongkong PolyU Palmprint database demonstrate that the proposed method outperforms many currently reported local Gabor pattern approaches for palmprint recognition.

AB - Study on automatic person recognition by palmprint is currently a hot topic. In this paper, we propose a novel palmprint recognition method by transforming the typical palmprint phase code feature into its Fourier frequency domain. The resulting real-valued Fourier spectral features are further processed by horizontal and vertical 2DPCA method, which proves highly efficient in terms of computational complexity, storage requirement and recognition accuracy. This paper also gives a contrast study on palm code and competitive code under the proposed feature extraction framework. Besides, experimental results on the Hongkong PolyU Palmprint database demonstrate that the proposed method outperforms many currently reported local Gabor pattern approaches for palmprint recognition.

KW - SCS-Safety

KW - Gabor filtering

KW - Palm code

KW - Fourier spectral

KW - Horizontal and vertical 2DPCA

KW - Palmprint recognition

U2 - 10.5220/0004228000220032

DO - 10.5220/0004228000220032

M3 - Conference contribution

SN - 978-989-8565-41-9

SP - 22

EP - 32

BT - Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods (ICPRAM 2013)

A2 - Mu, Meiru

PB - SCITEPRESS

T2 - 2nd International Conference on Pattern Recognition Applications and Methods, ICPRAM 2013

Y2 - 15 February 2013 through 18 February 2013

ER -

Fourier spectral of PalmCode as descriptor for palmprint recognition

Abstract

Conference

Keywords

Access to Document

Fingerprint

Cite this