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