Orientation range for transposition according to the correlation analysis of 2DPalmHash code

Lu Leng, Andrew Beng Jin Teoh, Lu Lang, Ming Li, Muhammad Khurram Khan

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

3 Citations (Scopus)

Abstract

Recently two-dimensional (2D) Palm Hash Code was proposed as a cancelable palm print coding scheme for secure palm print verification. However, there is vertical correlation between the vertically adjacent entries of 2DPalmHash Code. Armed with the statistical correlation analysis, an attacker can break into the palm print verification system easier than using brute-force attack. This paper analyzes the relation between the vertical correlation of 2DPalmHash Code and the corresponding vertical correlation of Gabor feature matrix. To suppress the vertical correlation of 2DPalmHash Code, both the real part and imaginary part of Gabor feature matrices, which are extracted along the orientations approaching vertical orientation, are transposed, respectively. The orientation rang suitable for transposition for vertical correlation suppression is determined by both correlation analysis and experimental results.

Original languageEnglish
Title of host publicationProceedings - 2013 International Symposium on Biometrics and Security Technologies, ISBAST 2013
Pages230-234
Number of pages5
DOIs
Publication statusPublished - 2013 Oct 28
Event2013 International Symposium on Biometrics and Security Technologies, ISBAST 2013 - Chengdu, Sichuan, China
Duration: 2013 Jul 22013 Jul 5

Other

Other2013 International Symposium on Biometrics and Security Technologies, ISBAST 2013
CountryChina
CityChengdu, Sichuan
Period13/7/213/7/5

All Science Journal Classification (ASJC) codes

  • Biotechnology

Cite this

Leng, L., Teoh, A. B. J., Lang, L., Li, M., & Khan, M. K. (2013). Orientation range for transposition according to the correlation analysis of 2DPalmHash code. In Proceedings - 2013 International Symposium on Biometrics and Security Technologies, ISBAST 2013 (pp. 230-234). [6597695] https://doi.org/10.1109/ISBAST.2013.40
Leng, Lu ; Teoh, Andrew Beng Jin ; Lang, Lu ; Li, Ming ; Khan, Muhammad Khurram. / Orientation range for transposition according to the correlation analysis of 2DPalmHash code. Proceedings - 2013 International Symposium on Biometrics and Security Technologies, ISBAST 2013. 2013. pp. 230-234
@inproceedings{9c00ce7f097745f3b6bd8937769cc20e,
title = "Orientation range for transposition according to the correlation analysis of 2DPalmHash code",
abstract = "Recently two-dimensional (2D) Palm Hash Code was proposed as a cancelable palm print coding scheme for secure palm print verification. However, there is vertical correlation between the vertically adjacent entries of 2DPalmHash Code. Armed with the statistical correlation analysis, an attacker can break into the palm print verification system easier than using brute-force attack. This paper analyzes the relation between the vertical correlation of 2DPalmHash Code and the corresponding vertical correlation of Gabor feature matrix. To suppress the vertical correlation of 2DPalmHash Code, both the real part and imaginary part of Gabor feature matrices, which are extracted along the orientations approaching vertical orientation, are transposed, respectively. The orientation rang suitable for transposition for vertical correlation suppression is determined by both correlation analysis and experimental results.",
author = "Lu Leng and Teoh, {Andrew Beng Jin} and Lu Lang and Ming Li and Khan, {Muhammad Khurram}",
year = "2013",
month = "10",
day = "28",
doi = "10.1109/ISBAST.2013.40",
language = "English",
isbn = "9780769550107",
pages = "230--234",
booktitle = "Proceedings - 2013 International Symposium on Biometrics and Security Technologies, ISBAST 2013",

}

Leng, L, Teoh, ABJ, Lang, L, Li, M & Khan, MK 2013, Orientation range for transposition according to the correlation analysis of 2DPalmHash code. in Proceedings - 2013 International Symposium on Biometrics and Security Technologies, ISBAST 2013., 6597695, pp. 230-234, 2013 International Symposium on Biometrics and Security Technologies, ISBAST 2013, Chengdu, Sichuan, China, 13/7/2. https://doi.org/10.1109/ISBAST.2013.40

Orientation range for transposition according to the correlation analysis of 2DPalmHash code. / Leng, Lu; Teoh, Andrew Beng Jin; Lang, Lu; Li, Ming; Khan, Muhammad Khurram.

Proceedings - 2013 International Symposium on Biometrics and Security Technologies, ISBAST 2013. 2013. p. 230-234 6597695.

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

TY - GEN

T1 - Orientation range for transposition according to the correlation analysis of 2DPalmHash code

AU - Leng, Lu

AU - Teoh, Andrew Beng Jin

AU - Lang, Lu

AU - Li, Ming

AU - Khan, Muhammad Khurram

PY - 2013/10/28

Y1 - 2013/10/28

N2 - Recently two-dimensional (2D) Palm Hash Code was proposed as a cancelable palm print coding scheme for secure palm print verification. However, there is vertical correlation between the vertically adjacent entries of 2DPalmHash Code. Armed with the statistical correlation analysis, an attacker can break into the palm print verification system easier than using brute-force attack. This paper analyzes the relation between the vertical correlation of 2DPalmHash Code and the corresponding vertical correlation of Gabor feature matrix. To suppress the vertical correlation of 2DPalmHash Code, both the real part and imaginary part of Gabor feature matrices, which are extracted along the orientations approaching vertical orientation, are transposed, respectively. The orientation rang suitable for transposition for vertical correlation suppression is determined by both correlation analysis and experimental results.

AB - Recently two-dimensional (2D) Palm Hash Code was proposed as a cancelable palm print coding scheme for secure palm print verification. However, there is vertical correlation between the vertically adjacent entries of 2DPalmHash Code. Armed with the statistical correlation analysis, an attacker can break into the palm print verification system easier than using brute-force attack. This paper analyzes the relation between the vertical correlation of 2DPalmHash Code and the corresponding vertical correlation of Gabor feature matrix. To suppress the vertical correlation of 2DPalmHash Code, both the real part and imaginary part of Gabor feature matrices, which are extracted along the orientations approaching vertical orientation, are transposed, respectively. The orientation rang suitable for transposition for vertical correlation suppression is determined by both correlation analysis and experimental results.

UR - http://www.scopus.com/inward/record.url?scp=84886064415&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84886064415&partnerID=8YFLogxK

U2 - 10.1109/ISBAST.2013.40

DO - 10.1109/ISBAST.2013.40

M3 - Conference contribution

SN - 9780769550107

SP - 230

EP - 234

BT - Proceedings - 2013 International Symposium on Biometrics and Security Technologies, ISBAST 2013

ER -

Leng L, Teoh ABJ, Lang L, Li M, Khan MK. Orientation range for transposition according to the correlation analysis of 2DPalmHash code. In Proceedings - 2013 International Symposium on Biometrics and Security Technologies, ISBAST 2013. 2013. p. 230-234. 6597695 https://doi.org/10.1109/ISBAST.2013.40