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Reseach Article

Biometrics System based Human Identification using STR DNA Marker

by Saja Dheyaa Khudhur, Muayad Sadik Croock
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 138 - Number 7
Year of Publication: 2016
Authors: Saja Dheyaa Khudhur, Muayad Sadik Croock
10.5120/ijca2016908931

Saja Dheyaa Khudhur, Muayad Sadik Croock . Biometrics System based Human Identification using STR DNA Marker. International Journal of Computer Applications. 138, 7 ( March 2016), 31-37. DOI=10.5120/ijca2016908931

@article{ 10.5120/ijca2016908931,
author = { Saja Dheyaa Khudhur, Muayad Sadik Croock },
title = { Biometrics System based Human Identification using STR DNA Marker },
journal = { International Journal of Computer Applications },
issue_date = { March 2016 },
volume = { 138 },
number = { 7 },
month = { March },
year = { 2016 },
issn = { 0975-8887 },
pages = { 31-37 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume138/number7/24392-2016908931/ },
doi = { 10.5120/ijca2016908931 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:39:04.027668+05:30
%A Saja Dheyaa Khudhur
%A Muayad Sadik Croock
%T Biometrics System based Human Identification using STR DNA Marker
%J International Journal of Computer Applications
%@ 0975-8887
%V 138
%N 7
%P 31-37
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Human identification plays an important role in numerous fields in the world, such as forensic, government institution, medical application, ..etc. Biometric is a metric to measure the biological characteristics that has then been used for identification and verification functions. The verification process is performed by compare the biometric characteristic such as, fingerprint, iris, DNA, etc., with a pre-stored record, while the identification process done by find the best match between the biometric characteristic and all records saved in a database. In this paper, we propose a biometrics system based on the DNA as a biometric technology for human identification using sixteen Short Tandem Repeats (STRs) DNA marker. A database of 139 records has been considered for Iraqi Diyala Province Population as a real data. In addition, a million DNA profiles has been generated randomly to test the performance of the proposed system. A database has been built using SQL SERVER software environment that provides a high efficiency in human identification. The proposed identification system introduces different search and matching methods with distinct matching level ratios that ease the utilization by users. The outcome results of the proposal system show a flexibility in term of inserting, searching, updating and a high ratio of matching.

References
  1. Zhang, David D. Automated Biometrics: Technologies and Systems, Springer US, 2000; pp. 1-21.
  2. Faisal Rehman, M. Usman Akram, Naveed Riaz, F. Kunwar, A Sharp Comparison of Biometric Techniques and Dental Biometrics. Proceedings of the 2nd International Conference on Engineering & Emerging Technologies (ICEET), Superior University, Lahore, PK, 26-27 March, 2015.
  3. Gornale, SS. Fingerprint Based Gender Classification for Biometric Security: A StateOf-The-Art Technique, AIJRSTEM 2015; 9(1): 39-49.
  4. Tait, BL. Behavioural Biometrics: Utilizing Eye-Tracking to Generate a Behavioural Pin Using the Eyewriter. In: Jahankhani H, Carlile A, Akhgar B, Taal A,Hessami AG, Hosseinian-Far A. Global Security, Safety and Sustainability: Tomorrow's Challenges of Cyber Security. London: Springer International Publishing 2015; pp. 348-59.
  5. Schomaker, L. Advances in Writer Identification and Verification. Proceedings of the 9th International Conference on ICDAR; 2007 Sept 23-26; Parana: Document Analysis and Recognition 2007.
  6. Ribaric S, Fratric I. A biometric identification system based on eigenpalm and eigenfinger features. Pattern Analysis and Machine Intelligence, IEEE Transactions on 2005; 27(11): 1698-1709.
  7. Bulacu M, Schomaker L. Text-Independent Writer Identification and Verification Using Textural and Allographic Features. Pattern Analysis and Machine Intelligence, IEEE Transactions on 2007; 29(4): 701-17.
  8. Tripathi VA. The Effects of Forensic DNA Typing on the FRR and FAR of a Biometric System. SCJAS April 10, 2015.
  9. Butler J M. Advanced Topics in Forensic DNA Typing: Methodology. London: Academic Press 2012; pp. 69-140.
  10. AL-Zubaidi, MM, Al-Awadi, SJ, Namaa, DS, Saleh, TY, Shehab, MJ, Hameed, SN, and Abd- Alatief, A. Genetic Variation of 15 Autosomal Short Tandem Repeat (STR) Loci in The Diyala-Iraqi Population. International Journal of Biological & Pharmaceutical Research 2014; 5(3): 131-35.
  11. Butler, JM. Review: Genetics and Genomics of Core STR Loci Used in Human Identity Testing. J. Forensic Sci, in press, Mar 2006; 51(2):253-65.
  12. Kashyap A, Kumar, A, Awadhanam S. Investigating contributors of the mixed DNA samples by forensic Bioinformatics; Uncertainty to certainty for Crime laboratories. Proceeding of the 15th International Conference on ICACT; 2013 Sept. 21-22; Rajampet: Advanced Computing Technologies 2013.
  13. Rudin N, Inman K, Stolovitzky G, Rigoutsos I. DNA Based Identification. In: Jain AK, Bolle R, Pankanti S, EDs. Biometrics. Springer US 1996; pp. 287-309.
  14. LEE J., "Oracle vs. MySQL vs. SQL Server: A Comparison of Popular RDBMS", https://blog.udemy.com/.
  15. "SQL_Serv_Man_Studio", http://www.boosla.com. (Accessed December 15, 2015).
  16. Karim AA. Improved Approach to Iris Normalization for iris Recognition System. Eng. & Tech. Journal 2015; 33(2): 213-21.
  17. Alwan N. Developing a Database System for the Laboratory Tests. Eng. & Tech. Journal 2013; 31(18): 52-67.
Index Terms

Computer Science
Information Sciences

Keywords

Biometrics Identification system DNA-profile STR loci Database SQL server 2012.