PhD Students
PhD Students
Tunahan Parlayıcı - ongoing - Advisor Y. Saygın, Co-advisor E. Aptoula
2023 - Sarmad F. I. Ismael - Deep domain adaptation for the semantic segmentation of remote sensing images - Advisor K. Kayabol, Co-advisor E. Aptoula
Tunahan Parlayıcı - ongoing - Advisor Y. Saygın, Co-advisor E. Aptoula
2023 - Sarmad F. I. Ismael - Deep domain adaptation for the semantic segmentation of remote sensing images - Advisor K. Kayabol, Co-advisor E. Aptoula
Amirreza Khosbakht (ongoing)
Amna Amir Butt (ongoing)
Ceren Arkaç (co-advisor, ongoing)
Elman Ghazaei (ongoing)
Irmak Erkol (co-advisor, ongoing)
Salih Numan Büyükbaş (ongoing)
Semih Gülüm (co-advisor, ongoing)
Şilan Fidan Vural (ongoing)
2025 - Sina Salehnia - Frequency domain image augmentation for domain generalized image classification - joint supervision with Ö. Taştan (SU)
2025 - Sormeh Serpoosh - Curriculum domain generalization for computer vision - joint supervision with Ö. Taştan (SU)
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 - joint supervision with H. Özkan (SU)
2024 - Efkan Duraklı - Domain generalized object detection and instance segmentation for remote sensing - joint supervision with Y. Genç (GTU)
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 - joint supervision with H. Çelebi (GTU)
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 - joint supervision with Z. Çataltepe (ITU)
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 (EE417, CS518)
Digital Image and Video Analysis (CS419)
Introduction to Deep Learning (CS415)
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