Browsing Mekatronik Mühendisliği Bölümü Makale Koleksiyonu by Author "Polat, Özlem"
Now showing items 1-4 of 4
-
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. ... -
Classification of brain tumors from MR images using deep transfer learning
Polat, Özlem; Güngen, Cahfer (2021)Classification of brain tumors is of great importance in medical applications that benefit from computer-aided diagnosis. Misdiagnosis of brain tumor type will both prevent the patient from responding effectively to the ... -
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 ... -
Determination of Pneumonia in X-ray Chest Images by Using Convolutional Neural Network
Polat, Özlem; Dokur, Zümray; Ölmez, Taner (2021)Pneumonia is one of the major diseases that cause a lot of deaths all over the world. Determining pneumonia from chest X-ray (CXR) images is an extremely difficult and important image processing problem. The discrimination ...