%0 Journal Article %T Fuzzy Fusion System for Radar Target Recognition %+ Département STIC [Brest] (STIC) %+ Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Lab-STICC) %+ Lab-STICC_ENSTAB_CID_TOMS %+ Lab-STICC_ENSTAB_MOM_PIM %+ Sciences and Technologies of Image and Telecommunications (SETIT) %A Jdey, Imen %A Toumi, Abdelmalek %A Khenchaf, Ali %A Dhibi, Mounir %A Bouhlel, M.S %< avec comité de lecture %J International Journal of Computer Applications & Information Technology %V 1 %N 3 %P 136-142 %8 2012-11-05 %D 2012 %K Automatic Target Recognition %K decisional fusion %K classification %K ISAR images %K fuzzy fusion %K fuzzy Sugeno integral %K fuzzy Mamdani model %Z Engineering Sciences [physics]/Electromagnetism %Z Engineering Sciences [physics]/Signal and Image processing %Z Computer Science [cs]/Signal and Image ProcessingJournal articles %X Complex target recognition tasks rarely succeed through the application of just one classification scheme. Using the combination/fusion of different classifiers based on Inverse Synthetic Aperture Radar (ISAR) images usually explore complementary information. Thus, the each individual classifier results will be combined in order to improve the global recognition rate. Automatic target recognition systems mostly employ fusion strategies for this aim. The empirical evidence of the effectiveness of this approach makes it of the main current directions in target recognition research. In this paper, the recognition combination will be presented using fuzzy fusion based on three classifiers: K- nearest Neighbors, Support Vector Machines and Multi-Layer Perceptron classifiers. In this purpose, we have used Sugeno and Mamdani models. To improve our approach, we have used an ISAR image database which was reconstructed from an anechoic chamber. All results of all individual and combined classifiers will be presented. %G English %L hal-00777095 %U https://ensta-bretagne.hal.science/hal-00777095 %~ UNIV-BREST %~ INSTITUT-TELECOM %~ ENSTA-BRETAGNE %~ CNRS %~ UNIV-UBS %~ ENSTA-BRETAGNE-STIC %~ ENIB %~ LAB-STICC_ENIB %~ LAB-STICC %~ INSTITUTS-TELECOM