AN INTELLIGENT AND AUTOMATIC FACE SHAPE PREDICTION SYSTEM FROM FINGERPRINTS

INTELLIGENT AUTOMATION AND SOFT COMPUTING, cilt.17, sa.3, ss.309-317, 2011 (SCI-Expanded)

Yayın Türü: Makale / Tam Makale
Cilt numarası: 17 Sayı: 3
Basım Tarihi: 2011
Doi Numarası: 10.1080/10798587.2011.10643150
Dergi Adı: INTELLIGENT AUTOMATION AND SOFT COMPUTING
Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
Sayfa Sayıları: ss.309-317
Erciyes Üniversitesi Adresli: Evet

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.