Sayisal Imgelerdeki Farkli Giuriultiu Tiurlerinin TekOperator ile Giderimine Yonelik Genelle§tirilmi§ Bulanik Sinir AgiSuzgeci A Generalized Neuro-Fuzzy Filter forRemoving Different TypesofNoise in Digital Images byA Single Operator
Alper Batiirk, M. EminYiiksel · 2006
haberlesme sistemleri kanal giiriiltiisiinii Gaussian olarak varsayar. Gaussian giiriiltii analitik olarak tanimlidir Inthis work, aneuro-fuzzy based method intended forthe ve cantipinde biregriilekarakterize edilir. Or- removal ofdifferent types ofnoise indigital images bya talamasiizgeci Gaussian vekarmagiiriiltii isaretleri single operator isproposed. Itisdemonstrated that asin- icin makulgiiriiltii giderme basarimlari sergilemektedir. gleoperator canbeused fortheremoval ofdifferent types Wienersiizgeci, onarilan imgedeki giiriiltiiyii istatistiksel ofnoise bycreating suitable datasets. Performance of y6ntemler vasitasiyla modelleyerek terssiizejlemedeki theproposed methodiscompared withtheperformancesbazi zorluklari ortadan kaldirmaktadir (2). oftheoperators whicharecustomized fordifferent noise BSA'ari, bulanik mantik sistemlerine (BMS)fonksiy- types. Itisshownthat theproposed method canbeused onelolarak e'deger yapidaki uyarlanir aglardir. asanefficient andsimple tool forremoving noise from BSA'arinin temelamaci e*deger BMS parame- digital images. trelerininin biregitimalgoritmasi vasitasiyla giris-