Basic finger inner‐knuckle print: A new hand biometric modality
Abstract In this study, a new accurate hand biometric modality for person authentication is proposed. This modality consists in the basis of the finger, which is located below the proximal knuckle and above the metacarpo knuckle of the finger, and which was not investigated yet in the literature. A...
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| Format: | Article |
| Language: | English |
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Wiley
2021-01-01
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| Series: | IET Biometrics |
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| Online Access: | https://doi.org/10.1049/bme2.12000 |
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| _version_ | 1832546775978737664 |
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| author | Farah Bahmed Madani Ould Mammar |
| author_facet | Farah Bahmed Madani Ould Mammar |
| author_sort | Farah Bahmed |
| collection | DOAJ |
| description | Abstract In this study, a new accurate hand biometric modality for person authentication is proposed. This modality consists in the basis of the finger, which is located below the proximal knuckle and above the metacarpo knuckle of the finger, and which was not investigated yet in the literature. A multimodal biometric system which uses a new combination of metacarpo and distal phalanx is also designed and tested. Additionally, an improved features extraction method called Average Line Local Binary Pattern (ALLBP), is introduced to improve features extraction of this region of the inner print of the finger. Experimental tests on a standard database show very good performance of the basic Inner‐knuckle print for biometric recognition using ALLBP, and the high accuracy of the proposed hand bimodal system. |
| format | Article |
| id | doaj-art-f008da77841944eb927ad4daf278c4c9 |
| institution | Kabale University |
| issn | 2047-4938 2047-4946 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | IET Biometrics |
| spelling | doaj-art-f008da77841944eb927ad4daf278c4c92025-02-03T06:47:18ZengWileyIET Biometrics2047-49382047-49462021-01-01101657310.1049/bme2.12000Basic finger inner‐knuckle print: A new hand biometric modalityFarah Bahmed0Madani Ould Mammar1Department of Computer Science Institute of Sciences and Technology Ahmed Zabana University Center of Relizane Relizane AlgeriaDepartment of Electrical Engineering Faculty of Sciences and Technology Abdelhamid Ibn Badis University of Mostaganem Mostaganem AlgeriaAbstract In this study, a new accurate hand biometric modality for person authentication is proposed. This modality consists in the basis of the finger, which is located below the proximal knuckle and above the metacarpo knuckle of the finger, and which was not investigated yet in the literature. A multimodal biometric system which uses a new combination of metacarpo and distal phalanx is also designed and tested. Additionally, an improved features extraction method called Average Line Local Binary Pattern (ALLBP), is introduced to improve features extraction of this region of the inner print of the finger. Experimental tests on a standard database show very good performance of the basic Inner‐knuckle print for biometric recognition using ALLBP, and the high accuracy of the proposed hand bimodal system.https://doi.org/10.1049/bme2.12000biometrics (access control)feature extractionfingerprint identificationpalmprint recognition |
| spellingShingle | Farah Bahmed Madani Ould Mammar Basic finger inner‐knuckle print: A new hand biometric modality IET Biometrics biometrics (access control) feature extraction fingerprint identification palmprint recognition |
| title | Basic finger inner‐knuckle print: A new hand biometric modality |
| title_full | Basic finger inner‐knuckle print: A new hand biometric modality |
| title_fullStr | Basic finger inner‐knuckle print: A new hand biometric modality |
| title_full_unstemmed | Basic finger inner‐knuckle print: A new hand biometric modality |
| title_short | Basic finger inner‐knuckle print: A new hand biometric modality |
| title_sort | basic finger inner knuckle print a new hand biometric modality |
| topic | biometrics (access control) feature extraction fingerprint identification palmprint recognition |
| url | https://doi.org/10.1049/bme2.12000 |
| work_keys_str_mv | AT farahbahmed basicfingerinnerknuckleprintanewhandbiometricmodality AT madaniouldmammar basicfingerinnerknuckleprintanewhandbiometricmodality |