Naslov
Palmprint Recognition Based on Local Haralick Features

Autori
Ribarić, Slobodan, Lopar, Markan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
2012 IEEE Mediterranean Electrotechnical Conference, MELECON 2012 / - Yasmine Hammamet : Institute of Electrical and Electronics Engineers (IEEE), 2012, 657-660

Skup
Melecon 2012

Mjesto i datum
Hammamet, Tunis, 25.03.2012. - 28.03.2012

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
biometrics; palmprint recognition; Haralick features

Sažetak
In this paper we propose a novel approach to palmprint recognition based on local Haralick features. These features are calculated from the grey-level co-occurrence matrices created on the d x d pixels subimages of the D x D pixels palmprint region of interest (ROI) ; d < D defined by overlapping sliding-windows. The biometric template for a person consists of N m-component feature vectors, where N is the total number of subimages and m is the number of Haralick features extracted from a subimage. In order to identify a person, the matching process between the live template and the templates from the system database is performed in N matching modules. Fusion at the matching-score level is used and the final decision is made on the basis of the maximum of the total similarity measure. The results of the recognition and open-set identification experiments are given.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

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