Investigation on Optimization in Segmentation Phase of Iris Recognition
In a progressively more digital society, the demandfor secure identification has led to amplified development ofbiometric systems. Iris biometric systems are becoming widelyadopted and accepted as one of the most effective ways topositively identify people. In this paper, the Segmentation phasesof I...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Stefan cel Mare University of Suceava
2010-01-01
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| Series: | Journal of Applied Computer Science & Mathematics |
| Subjects: | |
| Online Access: | http://www.jacs.usv.ro/getpdf.php?issue=8&paperid=87 |
| _version_ | 1811270207282348032 |
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| author | Selvamuthukumaran Shanmugam Malmurugan Nagarajan |
| author_facet | Selvamuthukumaran Shanmugam Malmurugan Nagarajan |
| author_sort | Selvamuthukumaran Shanmugam |
| collection | DOAJ |
| description | In a progressively more digital society, the demandfor secure identification has led to amplified development ofbiometric systems. Iris biometric systems are becoming widelyadopted and accepted as one of the most effective ways topositively identify people. In this paper, the Segmentation phasesof Iris recognition has been examined. The performance of theSegmentation phase could be amplified by the proposedoptimization technique- Optimized Iris Segmentation using SobelEdge Detection. By the proposed method, the overall rank-onerecognition rate of 90% is being achieved which is much betterthan reported accuracies for iris recognition in the literature.Also the proposed approach makes the overall iris recognitionsystem performance by the improvement factor of 10 fold as well. |
| first_indexed | 2024-04-12T21:56:43Z |
| format | Article |
| id | doaj.art-bf20b5ff7a094b2291cd6a5dd79d6915 |
| institution | Directory Open Access Journal |
| issn | 2066-4273 2066-3129 |
| language | English |
| last_indexed | 2024-04-12T21:56:43Z |
| publishDate | 2010-01-01 |
| publisher | Stefan cel Mare University of Suceava |
| record_format | Article |
| series | Journal of Applied Computer Science & Mathematics |
| spelling | doaj.art-bf20b5ff7a094b2291cd6a5dd79d69152022-12-22T03:15:18ZengStefan cel Mare University of SuceavaJournal of Applied Computer Science & Mathematics2066-42732066-31292010-01-01484144Investigation on Optimization in Segmentation Phase of Iris RecognitionSelvamuthukumaran ShanmugamMalmurugan NagarajanIn a progressively more digital society, the demandfor secure identification has led to amplified development ofbiometric systems. Iris biometric systems are becoming widelyadopted and accepted as one of the most effective ways topositively identify people. In this paper, the Segmentation phasesof Iris recognition has been examined. The performance of theSegmentation phase could be amplified by the proposedoptimization technique- Optimized Iris Segmentation using SobelEdge Detection. By the proposed method, the overall rank-onerecognition rate of 90% is being achieved which is much betterthan reported accuracies for iris recognition in the literature.Also the proposed approach makes the overall iris recognitionsystem performance by the improvement factor of 10 fold as well.http://www.jacs.usv.ro/getpdf.php?issue=8&paperid=87IrisSecurityOptimizationSegmentationEdge DetectionSobel Operator |
| spellingShingle | Selvamuthukumaran Shanmugam Malmurugan Nagarajan Investigation on Optimization in Segmentation Phase of Iris Recognition Journal of Applied Computer Science & Mathematics Iris Security Optimization Segmentation Edge Detection Sobel Operator |
| title | Investigation on Optimization in Segmentation Phase of Iris Recognition |
| title_full | Investigation on Optimization in Segmentation Phase of Iris Recognition |
| title_fullStr | Investigation on Optimization in Segmentation Phase of Iris Recognition |
| title_full_unstemmed | Investigation on Optimization in Segmentation Phase of Iris Recognition |
| title_short | Investigation on Optimization in Segmentation Phase of Iris Recognition |
| title_sort | investigation on optimization in segmentation phase of iris recognition |
| topic | Iris Security Optimization Segmentation Edge Detection Sobel Operator |
| url | http://www.jacs.usv.ro/getpdf.php?issue=8&paperid=87 |
| work_keys_str_mv | AT selvamuthukumaranshanmugam investigationonoptimizationinsegmentationphaseofirisrecognition AT malmurugannagarajan investigationonoptimizationinsegmentationphaseofirisrecognition |