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Reseach Article

Generating Face Features by Palm Scan: Recognizing a Person Uniquely

by Apoorva Chitravanshi, Anju Singh, Shobha Solanki, Amit Kumar, Rashmi Sharma
International Journal of Applied Information Systems
Foundation of Computer Science (FCS), NY, USA
Volume 2 - Number 5
Year of Publication: 2012
Authors: Apoorva Chitravanshi, Anju Singh, Shobha Solanki, Amit Kumar, Rashmi Sharma
10.5120/ijais12-450359

Apoorva Chitravanshi, Anju Singh, Shobha Solanki, Amit Kumar, Rashmi Sharma . Generating Face Features by Palm Scan: Recognizing a Person Uniquely. International Journal of Applied Information Systems. 2, 5 ( May 2012), 36-41. DOI=10.5120/ijais12-450359

@article{ 10.5120/ijais12-450359,
author = { Apoorva Chitravanshi, Anju Singh, Shobha Solanki, Amit Kumar, Rashmi Sharma },
title = { Generating Face Features by Palm Scan: Recognizing a Person Uniquely },
journal = { International Journal of Applied Information Systems },
issue_date = { May 2012 },
volume = { 2 },
number = { 5 },
month = { May },
year = { 2012 },
issn = { 2249-0868 },
pages = { 36-41 },
numpages = {9},
url = { https://www.ijais.org/archives/volume2/number5/163-0359/ },
doi = { 10.5120/ijais12-450359 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2023-07-05T10:43:38.571257+05:30
%A Apoorva Chitravanshi
%A Anju Singh
%A Shobha Solanki
%A Amit Kumar
%A Rashmi Sharma
%T Generating Face Features by Palm Scan: Recognizing a Person Uniquely
%J International Journal of Applied Information Systems
%@ 2249-0868
%V 2
%N 5
%P 36-41
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The paper presents a system based on biometrics that generates the person's face by scanning of the palm. It does the recognition of an unknown person which is not enrolled in the database before. A new approach is introduced using Biometrics where high security tasks like criminal identification and investigation, along with various other applications like extracting the person's detail from the universal database of a country/place, recognizing the face of the person who met with some casualties, checking out the last person who attended the ATM machine ,etc. The study shows that there is a relationship between palm and face. Just by the palm scan the proposed system will generate eyes, nose, eyebrows and lips of new person. And by recognition of the person by the generated face features further investigation can be done by central database of the country/place

References
  1. Artificial Intelligence- A system approach, M. Tim Jones by Laxmi Publication, 2008 edition, pp. 265- 275, 171-179.
  2. Artificial Intelligence- A modern approach, Stuart Russell, Peter Nervig by Laxmi Publication,2008 edition, pp. 29-33,50-56
  3. Biometrics study and analysis Nina Godbole by john willey publications.
  4. Neural Networks in Computer in Intelligence, Limin FU, by Tata McGraw Hill Publication, pp. 80-91,169-180.
  5. Yang, M. H. , Kriegman, D. J. and Ahuja, N. : Detecting faces in images: a survey, IEEE Trans. on Pattern Analysis and Machine Intelli. (24), No. 1, pp. 34-58 (2002)
  6. S. Sagiroglu, N. Ozkaya "Artificial Neural Network Based Automatic Face Parts Prediction system from Only Fingerprints"IEEE (2010).
  7. Necla Ozkaya and Seref Sagiroglu,: Generating One Biometric Feature from Another: Faces from Fingerprints, sensors international journals (2010).
  8. Seref SA?GIRO?GLU, Necla ¨O ZKAYA:An intelligent face features generation system from fingerprints, Turk J Elec Eng& Comp Sci, Vol. 17, No. 2, (2009).
  9. Jain, A. K, Ross, A. and Pankanti, S. : Biometrics: a tool for information security, IEEE Trans. on Information Forensics and Security, vol. 1, no. 2, pp. 125-143"
  10. N. Duta, A. K. Jain, K. V. Mardia,: Matching of palmprint, Pattern Recognition Letters 23, 2001, pp. 477-485.
  11. Bhawani Sankar Panigrahi, Hari Narayan Pratihari, Dr. Gayatri Devi, Satyabrata Dash "A Palm print Feature Extraction and Pattern Classification Based on Hybrid PSO-K-Means Clustering", IJCST Vol. 2, Issue 2, June 2011.
  12. K Y. E. Wong, G. Sainarayanan and Ali Chekima, "Palmprint Authentication using Relative Geometric Features", 3rd International Conference on Artificial Intelligent and Engineering Technology (ICAIET 2006), pp 743-748.
  13. Wei Li, Lei Zhang, David Zhang and Jingqi Yan, "PRINCIPAL LINE BASED ICP ALIGNMENT FOR PALMPRINT VERIFICATION", ICIP 2009.
  14. X. Wu, David Zhang, K. Wang, Bo Huang," Palmprint classification using principal lines", Pattern Recognition 37, 2004, pp. 1987- 1998.
  15. Edward WONG KieYih, G. Sainarayanan, Ali Chekima. Palmprint Based Biometric System: A Comparative Study on Discrete Cosine Transform Energy, Wavelet Transform Energy and Sobel Code Methods, Biomedical Soft Computing and Human Sciences, Vol. 14, No. 1, pp. 11-19 (2009).
  16. A. Kumar, D. C. M. Wong, H. C. Shen and A. K. Jain: "Personal Verification using Palmprint and Hand Geometry", Proceedings of Fourth International Conference on Audio- and Video-Based Biometric Person Authentication (AVBPA), pp 668-678 (2003).
  17. C. C. Han, H. L. Cheng, C. L. Lin and K. C. Fan: "Personal Authentication using Palm-print features", Pattern Recognition, vol. 36, issue 2, (2003),pp. 371-381,.
  18. Aysegul Gunduz, Hamid Krim "FACIAL FEATURE EXTRACTION USING TOPOLOGICAL METHODS", ICIP-2003.
  19. Dewi Yanti Liliana, Eries Tri Utaminingsih:"The combination of palm print and hand geometry for biometrics palm recognition", International Journal of Video & Image Processing and Network Security IJVIPNS-IJENS Vol: 12 No: 01, (2012).
  20. D. Zhang, A. W. K. Kong, J. You, and M. Wong, "On-line palm print identification," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 9, pp. 1041-1050, 2003.
  21. Sutcu, Y. , Li, Q. and Memon, N. : "Protecting Biometric Templates with Sketch: Theory and Practice", IEEE Trans. on Information Forensics and Security, vol. 2, no. 3, pp. 503-512
  22. T. Connie, A. T. B. Jin, M. G. K. Ong, and D. N. C. Ling, "An automated palmprint recognition system," Image and Vision Computing, vol. 23, Issue 5, pp. 501-515, 2005.
  23. M. G. K. Ong, T. Connie, and T. A. B. Jin, "Touch-less palm print biometrics: Novel design and implementation," Image and Vision Computing, vol. 26, Issue 12, pp. 1551-1560, Dec. 2008.
  24. P. Jonathon Phillips, Hyeonjoon Moon, Syed A. Rizvi, and Patrick J. Rauss, The FERET Evaluation Methodology for Face-Recognition Algorithms January 7, 1999.
Index Terms

Computer Science
Information Sciences

Keywords

Biometrics Artificial Neural Network (ann) Backpropagation Algorithm (bpn) Face Geometry Palm Features.