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  • 标题:Fingerprint Pattern Recognition Using Back Propagation Algorithms
  • 本地全文:下载
  • 作者:Gajanan Pandurang Khetri ; Satish L. Padme ; Dinesh Ch Jain
  • 期刊名称:International Journal of Electronics and Computer Science Engineering
  • 电子版ISSN:2277-1956
  • 出版年度:2013
  • 卷号:2
  • 期号:1
  • 页码:225-232
  • 出版社:Buldanshahr : IJECSE
  • 摘要:Humans have used body characteristics such as face, voice, gait, etc. for thousands of years to recognize each other. A biometric fingerprint recognition system has most reliable for robust recognition in world. In this paper, Fingerprint recognition is one of the accurate biometric recognition system and identification of Human fingerprint patterns using neural network. We optimize, feedforward backpropagation neural network using the two different database like CASIA Fingerprint database and FVC2002 database for fingerprint pattern recognition. The Results from feedforward backpropagation neural network apply on CASIA Fingerprint database and FVC 2002 database have to be found the CASIA fingerprint database has better performance than FVC 2002 database.
  • 关键词:Fingerprint recognition; neural network; biometric identification; pattern; CASIA database and FVC 2002;database
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