Kızılltepe tarımsal alan i̇mgeleri̇ni̇n Gabor Dalgacık Dönüşümü i̇le sınıflandırılması

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dc.contributor.authorAcar, Emrullah
dc.contributor.authorÖzerdem, Mehmet Siraç
dc.date.accessioned2024-04-24T17:56:27Z
dc.date.available2024-04-24T17:56:27Z
dc.date.issued2012
dc.departmentDicle Üniversitesi, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümüen_US
dc.description2012 20th Signal Processing and Communications Applications Conference, SIU 2012 -- 18 April 2012 through 20 April 2012 -- Fethiye, Mugla-- 90786en_US
dc.description.abstractIn this research, images of Kiziltepe (Mardin) agricultural land are classified based on development in different period of crops (1-sowing term, 2-little ripe term, 3-ripe term and 4-harvest term). The digital crop images are derived from TARIT (Agricultural Crop Forecast and Following Project) stations. The texture feature vectors are obtained from images of different crop periods with using Gabor Wavelet Transform (GWT) which is very popular method for image texture extraction. GWT based feature vectors are applied to different type of classifiers as inputs and the performance results of each system are compared. For classification the crop images, Multilayer Perceptron (MLP) neural network and k-Nearest Neighbor (k- NN) methods are used. Finally, the best average performance is observed as 98.01 % in 24-35-4 network structure of MLP neural n© 2012 IEEE.en_US
dc.identifier.citationAcar, E. ve Özerdem, M. S. (2012). Kızılltepe tarımsal alan i̇mgeleri̇ni̇n Gabor Dalgacık Dönüşümü i̇le sınıflandırılması. 2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings.
dc.identifier.doi10.1109/SIU.2012.6204755
dc.identifier.isbn9781467300568
dc.identifier.scopus2-s2.0-84863424975en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/SIU.2012.6204755
dc.identifier.urihttps://hdl.handle.net/11468/23520
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.relation.ispartof2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.titleKızılltepe tarımsal alan i̇mgeleri̇ni̇n Gabor Dalgacık Dönüşümü i̇le sınıflandırılmasıen_US
dc.title.alternativeImage classification of Kiziltepe cropland by using Gabor Wavelet Transformen_US
dc.typeConference Objecten_US

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