A study of frequency radiation of human torso for gender classification
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| Format: | Working Paper |
| Language: | English |
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Institute of Electrical and Electronics Engineers (IEEE)
2012
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| Online Access: | http://dspace.unimap.edu.my/xmlui/handle/123456789/21370 |
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| Institution: | Universiti Malaysia Perlis |
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my.unimap-213702013-02-21T03:12:50Z A study of frequency radiation of human torso for gender classification Siti Zura, A. Jalil Mohd Nasir, Taib, Prof. Dr. Hasnain, Abdulllah@Idris Megawati, Mohd Yunus zura@ic.utm.my dr.nasir@ieee.org Frequency Human Radiation Wave Gender classification k-Nearest Neighbor algorithm (k-NN) Link to publisher's homepage at http://ieeexplore.ieee.org/ Studies on human body have shown that they radiate frequencies into space. Radiation of the human body has become attractive biometric feature that is based on holistic body information. This study presents a new technique for classification that is used to classify gender of males and females through frequency radiation analysis in torso region. The classification algorithm of k-nearest neighbor is employed for classification purposes. It was found that the proposed technique can classify gender correctly with sensitivity of 96% and specificity 73%, across 33 subjects. Experimental results proposed that the technique is suitable and can be used to classify gender using frequency radiation analysis of human torso. 2012-10-16T01:39:53Z 2012-10-16T01:39:53Z 2012-02-27 Working Paper p. 342-346 978-145771989-9 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6179035 http://hdl.handle.net/123456789/21370 en Proceedings of the International Conference on Biomedical Engineering (ICoBE 2012) Institute of Electrical and Electronics Engineers (IEEE) |
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Universiti Malaysia Perlis |
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| continent |
Asia |
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Malaysia |
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Universiti Malaysia Perlis |
| content_source |
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http://dspace.unimap.edu.my/ |
| language |
English |
| topic |
Frequency Human Radiation Wave Gender classification k-Nearest Neighbor algorithm (k-NN) |
| spellingShingle |
Frequency Human Radiation Wave Gender classification k-Nearest Neighbor algorithm (k-NN) Siti Zura, A. Jalil Mohd Nasir, Taib, Prof. Dr. Hasnain, Abdulllah@Idris Megawati, Mohd Yunus A study of frequency radiation of human torso for gender classification |
| description |
Link to publisher's homepage at http://ieeexplore.ieee.org/ |
| author2 |
zura@ic.utm.my |
| author_facet |
zura@ic.utm.my Siti Zura, A. Jalil Mohd Nasir, Taib, Prof. Dr. Hasnain, Abdulllah@Idris Megawati, Mohd Yunus |
| format |
Working Paper |
| author |
Siti Zura, A. Jalil Mohd Nasir, Taib, Prof. Dr. Hasnain, Abdulllah@Idris Megawati, Mohd Yunus |
| author_sort |
Siti Zura, A. Jalil |
| title |
A study of frequency radiation of human torso for gender classification |
| title_short |
A study of frequency radiation of human torso for gender classification |
| title_full |
A study of frequency radiation of human torso for gender classification |
| title_fullStr |
A study of frequency radiation of human torso for gender classification |
| title_full_unstemmed |
A study of frequency radiation of human torso for gender classification |
| title_sort |
study of frequency radiation of human torso for gender classification |
| publisher |
Institute of Electrical and Electronics Engineers (IEEE) |
| publishDate |
2012 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/21370 |
| _version_ |
1643793363920486400 |