PhD Students
2023 - Sarmad F. I. Ismael - Deep domain adaptation for the semantic segmentation of remote sensing images - Advisor K. Kayabol, Co-advisor E. Aptoula
MSc Students
Amna Amir Butt (ongoing)
Kerem Aydın (ongoing)
Zobia Batool (ongoing)
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
Teaching
Computer Vision (Python)
Data Structures and Algorithms (Java)
Deep Learning (Python)
Digital Image Processing and Analysis
Digital Image and Video Analysis (Python)
Introduction to computing (C++)
Machine Learning
Numerical Analysis
Object Oriented Analysis and Design (Java)
Object Oriented Programming (Java)
Pattern Recognition
Systems programming (C)