Fingerprint recognition, gender classification based on minutiae points in biometrics
International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia.
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Working Paper |
| Language: | English |
| Published: |
Universiti Malaysia Perlis (UniMAP)
2012
|
| Subjects: | |
| Online Access: | http://dspace.unimap.edu.my/xmlui/handle/123456789/20580 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Institution: | Universiti Malaysia Perlis |
| Language: | English |
| id |
my.unimap-20580 |
|---|---|
| record_format |
dspace |
| spelling |
my.unimap-205802012-08-09T01:21:23Z Fingerprint recognition, gender classification based on minutiae points in biometrics Sudha Ponnarasi, S. Rajaram, M. Dr. Biometrics Fingerprint Fast fourier transform Gender classification Threshold International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia. Fingerprinting remains the best to establish personal identification and tracking criminals. Few researchers addressed the use of fingerprint for gender identification which will be more helpful in short listing the suspects. In this paper, a novel method is proposed to estimate gender by analyzing fingerprints using fast Fourier transform (FFT). A dataset of 400 persons of different age and gender is collected as internal database. Initially all the fingers of the subject were tested . Frequency domain calculations are compared with predetermined threshold and gender is determined. Of the samples tested, 94.5 percent (189 samples are identified exactly out of 200 male samples) and 96 percent (192 samples are identified exactly out of 200 female samples). 2012-08-09T01:21:23Z 2012-08-09T01:21:23Z 2012-02-27 Working Paper http://hdl.handle.net/123456789/20580 en Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2012) Universiti Malaysia Perlis (UniMAP) School of Mechatronic Engineering |
| institution |
Universiti Malaysia Perlis |
| building |
UniMAP Library |
| collection |
Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
| content_provider |
Universiti Malaysia Perlis |
| content_source |
UniMAP Library Digital Repository |
| url_provider |
http://dspace.unimap.edu.my/ |
| language |
English |
| topic |
Biometrics Fingerprint Fast fourier transform Gender classification Threshold |
| spellingShingle |
Biometrics Fingerprint Fast fourier transform Gender classification Threshold Sudha Ponnarasi, S. Rajaram, M. Dr. Fingerprint recognition, gender classification based on minutiae points in biometrics |
| description |
International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia. |
| format |
Working Paper |
| author |
Sudha Ponnarasi, S. Rajaram, M. Dr. |
| author_facet |
Sudha Ponnarasi, S. Rajaram, M. Dr. |
| author_sort |
Sudha Ponnarasi, S. |
| title |
Fingerprint recognition, gender classification based on minutiae points in biometrics |
| title_short |
Fingerprint recognition, gender classification based on minutiae points in biometrics |
| title_full |
Fingerprint recognition, gender classification based on minutiae points in biometrics |
| title_fullStr |
Fingerprint recognition, gender classification based on minutiae points in biometrics |
| title_full_unstemmed |
Fingerprint recognition, gender classification based on minutiae points in biometrics |
| title_sort |
fingerprint recognition, gender classification based on minutiae points in biometrics |
| publisher |
Universiti Malaysia Perlis (UniMAP) |
| publishDate |
2012 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/20580 |
| _version_ |
1643793120030097408 |