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Article:IRIS Recognition using Texture Features Extracted from Haarlet Pyramid
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 11 - Number 12 |
| Year of Publication: 2010 |
| Authors: Dr.H.B.Kekre, Sudeep D. Thepade, Juhi Jain, Naman Agrawal |
10.5120/1638-2202
|
Dr.H.B.Kekre, Sudeep D. Thepade, Juhi Jain, Naman Agrawal . Article:IRIS Recognition using Texture Features Extracted from Haarlet Pyramid. International Journal of Computer Applications. 11, 12 ( December 2010), 1-5. DOI=10.5120/1638-2202
Abstract
Iris recognition has been a fast growing, challenging and interesting area in real-time applications. A large number of iris recognition algorithms have been developed for decades. The paper presents novel Haarlet Pyramid based iris recognition technique. Here iris recognition is done using the image feature set extracted from Haar Wavelets at various levels of decomposition. Analysis was performed of the proposed method, consisting of the False Acceptance Rate and the Genuine Acceptance Rate. The proposed technique is tested on an iris image database having 384 images. The results show that Haarlets level-5 outperforms other Haarlets, because the higher level Haarlets are giving very fine texture features while the lower level Haarlets are representing very coarse texture features which are less useful for discrimination of images in iris recognition.
References
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