Berk Kıvılcım - ongoing coadvisement
Tunahan Parlayıcı - ongoing coadvisement
Zobia Batool - ongoing
2023 - Sarmad F. I. Ismael - Deep domain adaptation for the semantic segmentation of remote sensing images - Advisor K. Kayabol, Co-advisor E. Aptoula
Ahmadreza Samiei (ongoing)
Berke Oğuz (ongoing)
Ceren Arkaç (ongoing)
Emre Tuygan (ongoing)
Erfan Rezaei (ongoing)
Salih Numan Büyükbaş (ongoing)
2026 - Alaa Almouradi - Multi-Label Domain-Generalization Framework for Remote Sensing
2026 - Amirreza Khosbakht - Uncertainty-aware open-set recognition under domain, category, and modality shifts
2026 - Elman Ghazaei - Towards efficient and domain-generalized models for remote sensing
2025 - Amna Amir Butt - Multi-label content based remote sensing image retrieval
2025 - Sina Salehnia - Frequency domain image augmentation for domain generalized image classification - cosupervision
2025 - Sormeh Serpoosh - Curriculum domain generalization for computer vision - cosupervision
2025 - Kerem Aydın - Domain Generalized Remote Sensing Scene Captioning via Country-Level Geographic Information
2025 - Zobia Batool - Towards Reliable Alzheimer’s Diagnosis from 3D MRI scans: A Generalized Approach - cosupervision
2024 - Efkan Duraklı - Domain generalized object detection and instance segmentation for remote sensing - cosupervision
2023 - Deren Ege Turan - Beyond 2D and More: Interpreting remote sensing image classification methods via explainable artificial intelligence
2023 - Furkan Gül - A distance transform-based loss function for semantic image segmentation with deep neural networks
2023 - Cengizhan Haldız - Domain adaptation for crowd counting - cosupervision
2022 - Selçuk İlhan Aydı - Full reference image quality assessment
2022 - Şeydanur Ekinci - Weed and crop classification with deep learning for precision agriculture
2022 - Melike İlteralp - Deep learning applied to remote sensing image sequence analysis
2022 - Hatice K. Teloğlu - Multitemporal remote sensing image analysis with deep learning
2021 - Merve Bozo - Crop classification from multispectral time series - cosupervision
2020 - Özgü Göksu - Content based retrieval of remote sensing images
2018 - Yavuz Kömeçoğlu - Remote sensing image classification with deep learning
2016 - Murat Can Özdemir - Remote sensing image classification with deep learning & mathematical morphology - joint supervision with B. Yanıkoğlu (SU)
2013 - Serkan Sisneloğlu - Signature authentication with mathematical morphology
Currently:
Computer Vision (EE 417, CS 518)
Digital Image and Video Analysis (CS 419)
Introduction to Deep Learning (CS 415)
Previously:
Data Structures and Algorithms
Deep Learning
Digital Image Processing and Analysis
Introduction to Computing
Machine Learning
Numerical Analysis
Object Oriented Analysis and Design
Object Oriented Programming
Pattern Recognition
Systems Programming