Title :
Fusion by combination of scores multi-biometric systems
Author :
Belahcène, Mébarka ; Ouamane, AbdElMalik ; Ahmed, AbdElMalik Taleb
Author_Institution :
LMSE, Univ. Mohamed Khider Biskra Algeria, Algeria
Abstract :
We built a m ulti-biometric authentication of faces and voices by studying combinations of scores by simple methods are: the average, product, minimum, maximum, median and weighted sum. And the fuzzy measures: fuzzy integral Choquet and Sugeno. Another important issue addressed in this work is the normalization of scores is necessary before the combination of scores, for that we are trying to study at this stage three methods of normalization of scores are: Z-Score, quadratic-linear-quadratic (QLQ) and double sigmoid function.
Keywords :
authorisation; biometrics (access control); face recognition; fuzzy set theory; image fusion; Z-Score; double sigmoid function; fuzzy integral; multibiometric face authentication; multibiometric system fusion; quadratic-linear-quadratic function; Decision support systems; authentication; fusion; fuzzy integral; multi-biometric; normalization of scores;
Conference_Titel :
Visual Information Processing (EUVIP), 2011 3rd European Workshop on
Conference_Location :
Paris
Print_ISBN :
978-1-4577-0072-9
DOI :
10.1109/EuVIP.2011.6045519