AN INTELLIGENT AND AUTOMATIC FACE SHAPE PREDICTION SYSTEM FROM FINGERPRINTS


Sagiroglu S., Ozicaya N.

INTELLIGENT AUTOMATION AND SOFT COMPUTING, cilt.17, ss.309-317, 2011 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 17 Konu: 3
  • Basım Tarihi: 2011
  • Doi Numarası: 10.1080/10798587.2011.10643150
  • Dergi Adı: INTELLIGENT AUTOMATION AND SOFT COMPUTING
  • Sayfa Sayıları: ss.309-317

Özet

ABSTRACT—This paper presents an intelligent system for generating face shapes from 
only fingerprints without knowing any information about faces. The proposed system 
based on artificial neural network has got a number of modules including two biometric 
data acquisition modules, two feature extraction modules, an artificial neural network 
module, a face re-construction module and a test & evaluation module. Experimental 
results have shown that the faces can be successfully generated from only fingerprints. 
Although the proposed system is an initial study, the performance of the system is very 
promising for the future developments.