An intelligent automatic fingerprint recognition system design

Ozkaya N., SAĞIROĞLU Ş., Wani A.

5th International Conference on Machine Learning and Applications, Florida, Amerika Birleşik Devletleri, 14 - 16 Aralık 2006, ss.231-232 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/icmla.2006.15
  • Basıldığı Şehir: Florida
  • Basıldığı Ülke: Amerika Birleşik Devletleri
  • Sayfa Sayıları: ss.231-232
  • Gazi Üniversitesi Adresli: Evet

Özet

This work presents an intelligent automatic fingerprint identification and verification system based on artificial neural networks. In this work, the design processes of the system have been presented step by step. In order to make the system automatic, software was developed for fingerprint identification and verification processes. 100 fingerprint images were used to test and evaluate the system. The results have shown that the task was achieved with high accuracy.