Skip to main content
SpringerLink
Log in

Two Dimensional PalmPhasor Enhanced by Multi-orientation Score Level Fusion

  • Conference paper
Secure and Trust Computing, Data Management and Applications (STA 2011)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 186))

Abstract

The security and protection of biometric template has been the bottleneck of its applications due to permanent appearance of biometrics. Texture codes are important approaches for palmprint recognition; unfortunately, there is no ideal cancelable scheme for palmprint coding until now. We propose a novel cancelable palmprint template, called “PalmPhasor”, which is a set of binary code fusing the user-specific tokenised pseudo-random number (PRN) and multi-orientation texture features of PalmCodes. PalmPhasor is extended from one dimension to two dimensions to reduce computational complexity. Two dimensional (2D) PalmPhasor in row orientation has better performance than one dimensional (1D) PalmPhasor. Furthermore, 2D PalmPhasor fuses multi-orientation texture features in score level to enhance recognition performance. Besides, the number of orientations of texture features for fusion is also discussed in this paper. The experimental results on PolyU palmprint database show the feasibility and efficiency of 2D PalmPhasor enhanced by multi-orientation score level fusion.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Khan, M.K., Zhang, J.S., Tian, L.: Chaotic Secure Content-based Hidden Transmission of Biometric Templates. Chaos, Solitons & Fractals 32, 1749–1759 (2007)

    Article  Google Scholar 

  2. Khan, M.K., Xie, L., Zhang, J.S.: Chaos and NDFT-based Concealing of Fingerprint-biometric Data into Audio Signals for Trustworthy Person Authentication. Dig. Sign. Proc. 20, 179–190 (2010)

    Article  Google Scholar 

  3. Li, H.J., Zhang, J.S., Zhang, Z.T.: Generating Cancelable Palmprint Templates via Coupled Onlinear Dynamic Filters and Multiple Orientation Palmcodes. Inf. Sci. 180, 3876–3893 (2010)

    Article  Google Scholar 

  4. Li, H.J., Zhang, J.S.: A Novel Chaotic Stream Cipher and Its Application to Palmprint Template Protection. Chinese Physics B 19, 040505-1–040505-10 (2010)

    Google Scholar 

  5. Teoh, A.B.J., Ngo, D.C.L., Goh, A.: BioHashing: Two Factor Authentication Featuring Fingerprint Data and Tokenised Random Number. Patt. Recogn. 37, 2245–2255 (2004)

    Article  Google Scholar 

  6. Kong, A., Cheung, K.H., Zhang, D.: An Analysis of BioHashing and Its Variants. Patt. Recogn. 39, 1359–1368 (2006)

    Article  MATH  Google Scholar 

  7. Teoh, A.B.J., Ngo, D.C.L.: Biophasor: Token Supplemented Cancellable Biometrics. In: 9th International Conference on Control, Automation, Robotics and Vision, ICARCV, pp. 1–5 (2006)

    Google Scholar 

  8. Teoh, A.B.J., Toh, K.A.: 2^N Discretisation of BioPhasor in Cancellable Biometrics. In: Lee, S.-W., Li, S.Z. (eds.) ICB 2007. LNCS, vol. 4642, pp. 435–444. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  9. Leng, L., Zhang, J.S., Xu, J., Khan, M.K., Alghathbar, K.: Dynamic Weighted Discrimination Power Analysis in DCT Domain for Face and Palmprint Recognition. In: International Conference on Information and Communication Technology Convergence, pp. 467–471 (2010)

    Google Scholar 

  10. Leng, L., Zhang, J.S., Khan, M.K., Chen, X., Alghathbar, K.: Dynamic Weighted Discrimination Power Analysis: a Novel Approach for Face and Palmprint Recognition in DCT Domain. Int. J. Phys. Sci. 5, 2543–2554 (2010)

    Google Scholar 

  11. Connie, T., Teoh, A.B.J., Goh, M., Ngo, D.C.L.: PalmHashing: a Novel Approach for Cancelable Biometrics. Inf. Proc. Lett. 93, 1–5 (2005)

    Article  MathSciNet  Google Scholar 

  12. Kong, A., Zhang, D., Kamel, M.: Three Measures for Secure Palmprint Identification. Patt. Recogn. 41, 1329–1337 (2008)

    Article  Google Scholar 

  13. Leng, L., Zhang, J.S., Khan, M.K., Chen, X., Ji, M., Alghathbar, K.: Cancelable PalmCode Generated from Randomized Gabor Filters for Palmprint Template Protection. Sci. Res. Ess. 6, 784–792 (2011)

    Google Scholar 

  14. Zhang, D., Kong, W.K., You, J., Wong, M.: On-line Palmprint Identification. IEEE Trans. Patt. Anal. Mach. Intell. 25, 1041–1050 (2003)

    Article  Google Scholar 

  15. Guo, Z.H., Zhang, D., Zhang, L., et al.: Palmprint Verification Using Binary Orientation Co-occurrence Vector. Patt. Recogn. Lett. 30, 1219–1227 (2009)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Sichuan Province Key Lab of Signal and Information Processing, Southwest Jiaotong University, Chengdu Sichuan, 610031, P.R. China

    Lu Leng, Jiashu Zhang, Gao Chen & Ping Bai

  2. Center of Excellence in Information Assurance, King Saud University, Riyadh, Saudi Arabia

    Muhammad Khurram Khan

Authors
  1. Lu Leng
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Jiashu Zhang
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Gao Chen
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Muhammad Khurram Khan
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Ping Bai
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Department of Computer Science and Engineering, Seoul National University of Science and Technology, 172 Gongreung 2-dong, Nowon-gu, 139-742, Seoul, Korea

    James J. Park

  2. Computer Science Department, E.T.S.I. Informatica, University of Malaga, Campus de Teatinos, 29071, Malaga, Spain

    Javier Lopez

  3. Division of Computer Engineering, Mokwon University, Daejeon, South Korea

    Sang-Soo Yeo

  4. College of Information Technology, Division of Information and Computer Engineering, Ajou University, San 5, Woncheon-Dong, Yeongton-Gu, Suwon, 443-749, Korea

    Taeshik Shon

  5. Clayton School of Information Technology, Monash University, Campus: Clayton Building/Room 63/130, Clayton, 3800, Victoria, Australia

    David Taniar

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Leng, L., Zhang, J., Chen, G., Khan, M.K., Bai, P. (2011). Two Dimensional PalmPhasor Enhanced by Multi-orientation Score Level Fusion. In: Park, J.J., Lopez, J., Yeo, SS., Shon, T., Taniar, D. (eds) Secure and Trust Computing, Data Management and Applications. STA 2011. Communications in Computer and Information Science, vol 186. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22339-6_15

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-22339-6_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-22338-9

  • Online ISBN: 978-3-642-22339-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation