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  • 标题:Palmprint Recognition in Eigen-space
  • 本地全文:下载
  • 作者:Ashutosh Kumar ; Ranjan Parekh
  • 期刊名称:International Journal on Computer Science and Engineering
  • 印刷版ISSN:2229-5631
  • 电子版ISSN:0975-3397
  • 出版年度:2012
  • 卷号:4
  • 期号:05
  • 页码:788-794
  • 出版社:Engg Journals Publications
  • 摘要: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.
  • 关键词:Eigen vector; palmprint recognition; biometrics; computer vision.
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