Texture Classification System Based on 2D-DOST Feature Extraction Method and LS-SVM Classifier

In this paper, a new 2D-DOST (Two-Dimensional Discrete Orthonormal Stockwell Transform) and LS-SVM (Least Squares Support Vector Machines) based classifier system is proposed for classification of texture images. The proposed system contains two main stages. These stages are feature extraction and c...

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Bibliographic Details
Main Authors: Özal YILDIRIM, Ulaş Baran BALOĞLU
Format: Article
Language:English
Published: Suleyman Demirel University 2017-06-01
Series:Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Subjects:
Online Access:http://dergipark.ulakbim.gov.tr/sdufenbed/article/view/5000211216