Browsing Mekatronik Mühendisliği Bölümü Makale Koleksiyonu by Author "a6e8175e-1f67-4c67-8500-18d3c168a344"
Now showing items 1-3 of 3
-
Automatic classification of volcanic rocks from thin section images using transfer learning networks
Polat, Özlem; Polat, Ali; Ekici, Taner (2021)In this study, efficient deep transfer learning models are proposed to classify six types of volcanic rocks, and this paper has a novelty in classifying volcanic rock types for the first time using thin section images. ... -
Automatic Detection and Mapping of Dolines Using U-Net Model from Orthophoto Images
Polat, Ali; Keskin, İnan; Polat, Özlem (2023)A doline is a natural closed depression formed as a result of karstification, and it is the most common landform in karst areas. These depressions damage many living areas and various engineering structures, and this type ... -
Classification of plutonic rock types using thin section images with deep transfer learning
Polat, Özlem; Polat, Ali; Ekici, Taner (2021)Classification of rocks is one of the basic parts of geological research and is a difficult task due to the heterogeneous properties of rocks. This process is time consuming and requires sufficiently knowledgeable and ...