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Browsing by Subject "Fuzzy ART"

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    Item type:Thesis, Access status: Restricted ,
    Klasyfikacja obrazów SAR za pomocą systemu neuro-rozmytego
    (Data obrony: 2014-10-03) Kwiatkowski, Arkadiusz
    Wydział Geologii, Geofizyki i Ochrony Środowiska
    The objective of this thesis was to investigate the suitability of the neuro-fuzzy system for the classification of compressed polarimetric signatures of SAR data in the form of a 100-element vectors. The Fuzzy ART network was implemented by using Visual Studio 2010. The behavior of the network and the variability of the results obtained for different datasets with additional changes of network parameters are described in this dissertation. The effectiveness of system and selection of the best network configuration for the respective groups of data was evaluated. Moreover, the network resistance for the perturbed datasets was investigated.