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Implementation and Analysis of Multiple Polar Harmonic Equations in a Rotatory Two Dimensional Graphical Plane for Thumb Pore Identification

by Anjali Rana, Ishpreet Virk
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 79 - Number 13
Year of Publication: 2013
Authors: Anjali Rana, Ishpreet Virk
10.5120/13804-1843

Anjali Rana, Ishpreet Virk . Implementation and Analysis of Multiple Polar Harmonic Equations in a Rotatory Two Dimensional Graphical Plane for Thumb Pore Identification. International Journal of Computer Applications. 79, 13 ( October 2013), 34-38. DOI=10.5120/13804-1843

@article{ 10.5120/13804-1843,
author = { Anjali Rana, Ishpreet Virk },
title = { Implementation and Analysis of Multiple Polar Harmonic Equations in a Rotatory Two Dimensional Graphical Plane for Thumb Pore Identification },
journal = { International Journal of Computer Applications },
issue_date = { October 2013 },
volume = { 79 },
number = { 13 },
month = { October },
year = { 2013 },
issn = { 0975-8887 },
pages = { 34-38 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume79/number13/13804-1843/ },
doi = { 10.5120/13804-1843 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:53:18.046053+05:30
%A Anjali Rana
%A Ishpreet Virk
%T Implementation and Analysis of Multiple Polar Harmonic Equations in a Rotatory Two Dimensional Graphical Plane for Thumb Pore Identification
%J International Journal of Computer Applications
%@ 0975-8887
%V 79
%N 13
%P 34-38
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Polar harmonic transforms (PHTs) are a set of 2D transforms, which are based on a set of orthogonal projection bases, to generate a set of features which are invariant to rotation. PHTs represent a set of transforms whose kernels are basic waves and harmonic in nature. In this paper, Polar harmonic transforms (PHTs) are analyzed for rotation invariance and two equations are compared, namely, Polar Complex Exponential Transform (PCET) and Polar Cosine Transform (PCT), based on different parameters like Euclidean distance, False Rejection Rate (FRR) and False Acceptance Rate (FAR). Out of these two equations, Polar Cosine Transform (PCT) shows better results. The polar harmonic equations perform well in presence of rotation. Orthogonal kernels of PHTs are more effective in terms of information compactness and minimal information redundancy.

References
  1. Yap, P. T. , Jiang, X. , Kot, A. C. , July 2010. "Two Dimensional Polar Harmonic Transforms for Invariant Image Representation", IEEE Trans, Pattern Analysis and machine Intelligence, Vol. 32, N0. 7.
  2. Singh, C. , Kaur, A. , 2012, "Fast Computation of Polar Harmonic transforms", Springer.
  3. Liu, M. , Jiang, X. , Kot, A. C. , Yap, P. T. , 2011, "Application of Polar Harmonic Transforms to fingerprint classification", Handbook of Emerging Topics in Computer Vision and Applications , World Scientific Publishing, Singapore.
  4. Chander, K. , Nath, R. : "Reducing Process Time for Fingerprint Identification System", International Journals of Biometric and Bioinformatics, vol. 3. , Issue(1).
  5. Yang, Z. , Kamata, S. , 2011, "fast Polar Cosine Transform for Image Description", IAPR conference on Machine vision applications, June 13-15, Nara, Japan.
  6. Madhuri, Mishra, R. , June 1012, "Fingerprint Recognition using Robust Local Features", IJARCSE, Vol. 2, Issue 6.
  7. Li, L. , Li, S. , Wang, G. , Abnraham, A. , 2011, "An Evaluation on Circulatory Orthogonal Moments for Image Representation", International Conference on Information Science and Technology, March 26-28, Nanjing, Jiangsu, China.
  8. Yang, Z. , Kamata, S. I. , Dec-2010, "fast Polar Harmonic Transforms", Int. Conf. Control, Automation Robotics and Vision, Singapore.
  9. Thai, V. H. , Salvotore, T. , 2012 "Fast Computation of orthogonal polar Harmonic Transforms", Int, Conf. on Pattern Recognition, November 11-15, Tsukuba, Japan.
  10. Singh, C. , Upneja, R. , 2012, "Accuracy and Numerical Stability of High-Order Polar Harmonic Transforms", IET Image processing.
  11. Thai ,V. H. , Salvatore, T. , , 2011, "Generic polar harmonic transforms for invariant image description", IEEE conf. on Image Processing, Vol. 6, Issue 6, pp. 617-626 doi:10. 1049/iet-ipr. 2011. 0510.
  12. Bana, S. , Kaur, D, 2011, "Fingerprint recognition using image segmentation", International Journal of Advanced Engineering Sciences and Technologies, Vol. 5, Issue No. 1, 012-023.
  13. Lin, H. , Si, J, March 2008, "Orthogonal rotation invariant moments for digital image processing", IEEE Trans. on Image Processing, Vol. 17.
  14. Chong, C,W. , P. Raveendram. , R, Mukundan, 2002, "A comparative analysis of algorithms for fast computation of Zernike Moments", Pattern Recognition Society, Published by Elsivier Science ltd.
  15. Teh, C. H. , Chin, R. T. , July, 1998, "On image analysis by the method of moments", IEEE Trans. on pattern analysis and machine intelligence, Vol. 4.
  16. Kasza, P. , "Pseudo-Zernike Moments for Feature Extraction and Chinese Character Recognition", In Proc. of second International Conference on Computer Automation and Engineering published by IEEE.
  17. Malathi, S. , Maheswari, S. U. , and Meena, C, Feb, 2010, "Fingerprint Pore Extraction Based on Marker Controlled Watershed Segmentation", In Proc. of second International Conference on Computer Automation and Engineering published by IEEE.
  18. Rani, U and Ranade, S. K. , July 2010, "Improving Accuracy of Pattern Matching Technique with Polar Harmonic Transform for Poroscopy", International Journal of Advanced Research in Computer and Communication Engineering, Vol. 1, Issue 5.
Index Terms

Computer Science
Information Sciences

Keywords

Polar harmonic transforms Polar complex exponential transform Polar cosine transform Fingerprint recognition and matching Poroscopy marker controlled watershed Segmentation False acceptance rate False rejection rate Euclidean distance.

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