ManuScript Details
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Paper Id:
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IJCIRAS1583
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Title:
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PERFORMANCE ANALYSIS OF FEATURES EXTRACTION ON IRIS RECOGNITION SYSTEM
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| Published in: |
International Journal Of Creative and Innovative Research In All Studies |
| Publisher: |
IJCIRAS |
| ISSN: |
2581-5334 |
| Volume / Issue: |
Volume 2 Issue 12 |
| Pages: |
9
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| Published On: |
5/25/2020 11:35:44 PM (MM/dd/yyyy) |
| PDF Url: |
http://www.ijciras.com/PublishedPaper/IJCIRAS1583.pdf |
Main Author Details
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Name:
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Thiri Kyaw |
| Institute: |
Mandalay Technological University |
Co - Author Details
| Author Name |
Author Institute |
| Phyo Thuzar Tun |
Mandalay Technological University |
| Khaing Thanda Swe |
Mandalay Technological University |
Abstract
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Research Area:
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Information Technology |
| KeyWord: |
iris, entropy, CASIA and skewness |
| Abstract: |
One of the most reliable biometric advancements is iris recognition system. The performance of an iris recognition system can be determined by the feature extraction time and recognition rate. The selection of the feature subset and the classification has become an important issue in the field of iris recognition. In the proposed system, it implements the iris recognition system using a new correlation method based on entropy and skewness. Here, the system uses the eye image from the CASIA Iris Database version 4.0 instead of scanning from the eye camera real time. After that the system removes the noise from the eye image using median filtering. Then the system detects the edge using Sobel edge detection. And the system performs the segmentation with the degree of 36. So the segments are a total of 10. Finally the system extracts the features using the correlation method based on entropy and skewness. Then the system evaluates the performance of the iris features extraction compared with other traditional iris feature extraction system. |
Citations
Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.
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IEEE
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Thiri Kyaw, Phyo Thuzar Tun, Khaing Thanda Swe, "PERFORMANCE ANALYSIS OF FEATURES EXTRACTION ON IRIS RECOGNITION SYSTEM", International Journal Of Creative and Innovative Research In All Studies,
vol. 2, no. 12, pp. 99-107, 2020.
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MLA
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Thiri Kyaw, Phyo Thuzar Tun, Khaing Thanda Swe "PERFORMANCE ANALYSIS OF FEATURES EXTRACTION ON IRIS RECOGNITION SYSTEM." International Journal Of Creative and Innovative Research In All Studies,
vol 2, no. 12, 2020, pp. 99-107.
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APA
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Thiri Kyaw, Phyo Thuzar Tun, Khaing Thanda Swe (2020). PERFORMANCE ANALYSIS OF FEATURES EXTRACTION ON IRIS RECOGNITION SYSTEM. International Journal Of Creative and Innovative Research In All Studies,
2(12), 99-107.
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PERFORMANCE ANALYSIS OF FEATURES EXTRACTION ON IRIS RECOGNITION SYSTEM
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