Hybrid method of iris detection based on face localization
This paper presents a hybrid method of iris detection system based on edge detection and Hough Transform, with the help of skin segmentation in face detection algorithm, Golden Face Ratio and geometric definition. The algorithm starts with skin detection using Gaussian mixture model to find the boun...
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my.utm.593082021-07-29T03:27:42Z http://eprints.utm.my/id/eprint/59308/ Hybrid method of iris detection based on face localization See, Y. C. M. Noor, N. M. Rijal, O. T58.5-58.64 Information technology This paper presents a hybrid method of iris detection system based on edge detection and Hough Transform, with the help of skin segmentation in face detection algorithm, Golden Face Ratio and geometric definition. The algorithm starts with skin detection using Gaussian mixture model to find the bounding area of the face. Next, the facial area is used to mask the area for eye segmentation process. After the potential eye regions have been obtained, the centroids of the potential eyes and the edge detection process is performed. Then, using the obtained information, the coordinates of the irises are determined through the circular Hough Transform formula. For verification, several geometrical tests are performed onto the centroids to find out the best pair to be the irises of the eyes. The output image is displayed with the face bounded and its irises marked. 2015-01-26 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/59308/1/NorlizaMohdNoor2015_HybridMethodofIrisDetection.pdf See, Y. C. and M. Noor, N. and M. Rijal, O. (2015) Hybrid method of iris detection based on face localization. In: 2014 IEEE Region 10 Conference, TENCON 2014, 22 October 2014 - 25 October 2014, Bangkok, Thailand. http://dx.doi.org/10.1109/TENCON.2014.7022277 |
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T58.5-58.64 Information technology See, Y. C. M. Noor, N. M. Rijal, O. Hybrid method of iris detection based on face localization |
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This paper presents a hybrid method of iris detection system based on edge detection and Hough Transform, with the help of skin segmentation in face detection algorithm, Golden Face Ratio and geometric definition. The algorithm starts with skin detection using Gaussian mixture model to find the bounding area of the face. Next, the facial area is used to mask the area for eye segmentation process. After the potential eye regions have been obtained, the centroids of the potential eyes and the edge detection process is performed. Then, using the obtained information, the coordinates of the irises are determined through the circular Hough Transform formula. For verification, several geometrical tests are performed onto the centroids to find out the best pair to be the irises of the eyes. The output image is displayed with the face bounded and its irises marked. |
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Conference or Workshop Item |
author |
See, Y. C. M. Noor, N. M. Rijal, O. |
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See, Y. C. M. Noor, N. M. Rijal, O. |
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See, Y. C. |
title |
Hybrid method of iris detection based on face localization |
title_short |
Hybrid method of iris detection based on face localization |
title_full |
Hybrid method of iris detection based on face localization |
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Hybrid method of iris detection based on face localization |
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Hybrid method of iris detection based on face localization |
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hybrid method of iris detection based on face localization |
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2015 |
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http://eprints.utm.my/id/eprint/59308/1/NorlizaMohdNoor2015_HybridMethodofIrisDetection.pdf http://eprints.utm.my/id/eprint/59308/ http://dx.doi.org/10.1109/TENCON.2014.7022277 |
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13.154949 |