Comparison Of Ridge Filters Performance in Human Vein Extraction Using 850nm Near Infrared Led Illumination
Vein pattern recognition has gained significant attention in recent years due to its potential applications in various fields such as biometrics, medical diagnosis, and security systems. The vein feature extraction algorithm is a crucial factor in the vein visualisation process. This paper investiga...
| Main Authors: | , , |
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| Format: | Proceedings |
| Language: | English English |
| Published: |
Faculty of Science & Natural Resources, UMS
2023
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| Online Access: | https://eprints.ums.edu.my/id/eprint/39479/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/39479/2/FULL%20TEXT.pdf |
| _version_ | 1811136478495899648 |
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| author | Abu Bakar Abd Rahman Abdullah Bade Fuei, Pien Chee |
| author_facet | Abu Bakar Abd Rahman Abdullah Bade Fuei, Pien Chee |
| author_sort | Abu Bakar Abd Rahman |
| collection | UMS |
| description | Vein pattern recognition has gained significant attention in recent years due to its potential applications in various fields such as biometrics, medical diagnosis, and security systems. The vein feature extraction algorithm is a crucial factor in the vein visualisation process. This paper investigates the performance of the ridge filters algorithm for vein feature extraction by using the NIR imaging technique to visualise human vein vessels. The 850nm NIR LED spectrum was employed as the vein illumination source combined with no infrared filter camera as the image sensor device. The reflective NIR imaging method was utilised in the experimental setup. Four prominent types of ridge filters, namely Hessian, Meijering, Sato and Frangi, were evaluated in detecting the human vein vessel. Through the evaluations of the comparisons, we demonstrate that Hessian filters offer superior performance in human vein detection for feature extraction using the near-infrared LED 850nm electromagnetic spectrum as the vein illumination source. |
| first_indexed | 2024-09-24T00:51:10Z |
| format | Proceedings |
| id | ums.eprints-39479 |
| institution | Universiti Malaysia Sabah |
| language | English English |
| last_indexed | 2024-09-24T00:51:10Z |
| publishDate | 2023 |
| publisher | Faculty of Science & Natural Resources, UMS |
| record_format | dspace |
| spelling | ums.eprints-394792024-08-05T03:21:33Z https://eprints.ums.edu.my/id/eprint/39479/ Comparison Of Ridge Filters Performance in Human Vein Extraction Using 850nm Near Infrared Led Illumination Abu Bakar Abd Rahman Abdullah Bade Fuei, Pien Chee Q300-390 Cybernetics QH301-705.5 Biology (General) Vein pattern recognition has gained significant attention in recent years due to its potential applications in various fields such as biometrics, medical diagnosis, and security systems. The vein feature extraction algorithm is a crucial factor in the vein visualisation process. This paper investigates the performance of the ridge filters algorithm for vein feature extraction by using the NIR imaging technique to visualise human vein vessels. The 850nm NIR LED spectrum was employed as the vein illumination source combined with no infrared filter camera as the image sensor device. The reflective NIR imaging method was utilised in the experimental setup. Four prominent types of ridge filters, namely Hessian, Meijering, Sato and Frangi, were evaluated in detecting the human vein vessel. Through the evaluations of the comparisons, we demonstrate that Hessian filters offer superior performance in human vein detection for feature extraction using the near-infrared LED 850nm electromagnetic spectrum as the vein illumination source. Faculty of Science & Natural Resources, UMS 2023 Proceedings PeerReviewed text en https://eprints.ums.edu.my/id/eprint/39479/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/39479/2/FULL%20TEXT.pdf Abu Bakar Abd Rahman and Abdullah Bade and Fuei, Pien Chee (2023) Comparison Of Ridge Filters Performance in Human Vein Extraction Using 850nm Near Infrared Led Illumination. https://www.ums.edu.my/fssa/index.php/research/conference-publication |
| spellingShingle | Q300-390 Cybernetics QH301-705.5 Biology (General) Abu Bakar Abd Rahman Abdullah Bade Fuei, Pien Chee Comparison Of Ridge Filters Performance in Human Vein Extraction Using 850nm Near Infrared Led Illumination |
| title | Comparison Of Ridge Filters Performance in Human Vein Extraction Using 850nm Near Infrared Led Illumination |
| title_full | Comparison Of Ridge Filters Performance in Human Vein Extraction Using 850nm Near Infrared Led Illumination |
| title_fullStr | Comparison Of Ridge Filters Performance in Human Vein Extraction Using 850nm Near Infrared Led Illumination |
| title_full_unstemmed | Comparison Of Ridge Filters Performance in Human Vein Extraction Using 850nm Near Infrared Led Illumination |
| title_short | Comparison Of Ridge Filters Performance in Human Vein Extraction Using 850nm Near Infrared Led Illumination |
| title_sort | comparison of ridge filters performance in human vein extraction using 850nm near infrared led illumination |
| topic | Q300-390 Cybernetics QH301-705.5 Biology (General) |
| url | https://eprints.ums.edu.my/id/eprint/39479/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/39479/2/FULL%20TEXT.pdf |
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