Fingerprint image enhancement by differential hysteresis processing.
A new method to enhance defective fingerprints images through image digital processing tools is presented in this work. When the fingerprints have been taken without any care, blurred and in some cases mostly illegible, as in the case presented here, their classification and comparison becomes nearly impossible. A combination of spatial domain filters, including a technique called differential hysteresis processing (DHP), is applied to improve these kind of images. This set of filtering methods proved to be satisfactory in a wide range of cases by uncovering hidden details that helped to identify persons. Dactyloscopy experts from Policia Federal Argentina and the EAAF have validated these results.
Blotta
Eduardo
E
Laboratorio de Procesamiento y Medición de Señales, Facultad de Ingeniería, UNMDP, J.B. Justo 4302, Mar del Plata 7600, Buenos Aires, Argentina. eblotta@fi.mdp.edu.ar
Moler
Emilce
E
D003878:Dermatoglyphics; D006801:Humans; D007089:Image Enhancement / Q000379:methods*; D016571:Neural Networks, Computer