Napredna pretraga

Pregled bibliografske jedinice broj: 249263

Experimental Evaluation of Matching-Score Normalization Techniques on Different Multimodal Biometric Systems


Ribarić, Slobodan; Fratrić, Ivan
Experimental Evaluation of Matching-Score Normalization Techniques on Different Multimodal Biometric Systems // Proceedings of the 13th IEEE Mediterranean Electrotechnical Conference : MELECON 2006 / Sandoval, Francisco (ur.).
Malaga: University of Malaga, 2006. str. 498-501 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Experimental Evaluation of Matching-Score Normalization Techniques on Different Multimodal Biometric Systems

Autori
Ribarić, Slobodan ; Fratrić, Ivan

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

Izvornik
Proceedings of the 13th IEEE Mediterranean Electrotechnical Conference : MELECON 2006 / Sandoval, Francisco - Malaga : University of Malaga, 2006, 498-501

Skup
IEEE Mediterranean Electrotechnical Conference (13 ; 2006)

Mjesto i datum
Malaga, Španjolska, 16.-19.05.2006

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Biometrics; multimodality; matching-score level fusion; normalization; matching-score normalization; multimodal biometric

Sažetak
The goal of this work is experimental evaluation of matching-score normalization techniques for the following three multimodal biometric systems: a verification system based on the fusion of face and palmprint principal line features, an identification system based on eigenfingers and finger-geometry, and an identification system based on eigenpalm and eigenfinger features. The following normalization techniques are tested: Bayes-based normalization and several heuristic techniques (min-max, z-score, median-MAD, double-sigmoid, tanh, and piecewise-linear). The results of evaluation are represented by means of system performance (expressed by ROC, EER and minTER) and F-statistics.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
0036025

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Citiraj ovu publikaciju

Ribarić, Slobodan; Fratrić, Ivan
Experimental Evaluation of Matching-Score Normalization Techniques on Different Multimodal Biometric Systems // Proceedings of the 13th IEEE Mediterranean Electrotechnical Conference : MELECON 2006 / Sandoval, Francisco (ur.).
Malaga: University of Malaga, 2006. str. 498-501 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Ribarić, S. & Fratrić, I. (2006) Experimental Evaluation of Matching-Score Normalization Techniques on Different Multimodal Biometric Systems. U: Sandoval, F. (ur.)Proceedings of the 13th IEEE Mediterranean Electrotechnical Conference : MELECON 2006.
@article{article, editor = {Sandoval, F.}, year = {2006}, pages = {498-501}, keywords = {biometrics, multimodality, matching-score level fusion, normalization, matching-score normalization, multimodal biometric}, title = {Experimental Evaluation of Matching-Score Normalization Techniques on Different Multimodal Biometric Systems}, keyword = {biometrics, multimodality, matching-score level fusion, normalization, matching-score normalization, multimodal biometric}, publisher = {University of Malaga}, publisherplace = {Malaga, \v{S}panjolska} }