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ABSTRACT
Title |
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Palmprint Recognition in Eigen-space |
Authors |
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Ashutosh Kumar, Ranjan Parekh |
Keywords |
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Eigen vector, palmprint recognition, biometrics, computer vision. |
Issue Date |
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May 2012. |
Abstract |
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This paper proposes a novel technique for palmprint recognition in context to biometric identification of a person. Palmprints are images of the inner portion of a person’s palm and consist of a complex pattern of randomly oriented curves and lines. This random pattern can provide a unique identifier of a person if a mathematical model can be built to represent and compare it. In this paper the palmprint images are mapped to Eigen-space and a robust code signature is generated from different camera snapshots of the same palm to incorporate tonal and lighting variations. To enable real-time identification, the signature is represented by a low dimensional feature vector to reduce computational overheads. It is observed to produce high recognition accuracies which highlight reliability of the feature. |
Page(s) |
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788-794 |
ISSN |
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0975–3397 |
Source |
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Vol. 4, Issue.05 |
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