Istanbul Technical University
Signal Processing for Computational Intelligence Group
Principal Investigator
Behçet Uğur Töreyin
Professor, Dept. of Applied Informatics, Informatics Institute
Ph.D. in Electrical and Electronics Engineering, Bilkent University, 2009
M.S. in Electrical and Electronics Engineering, Bilkent University, 2003
B.Sc. in Electrical and Electronics Engineering, Middle East Technical University, 2001
Email: toreyin@itu.edu.tr
Address: Istanbul Technical University, Informatics Institute, Room 414, 34467 Istanbul, Turkey
Group Members
Muhammet Sebul Beratoğlu, Ph.D.
Muhammet Sebul Beratoğlu received a B.S. degree in Control and Computer Engineering in 2000 and his M.S. degree in Computer Engineering in 2003 from Istanbul Technical University (ITU), Turkey. He completed his Ph.D. degree in Computer Sciences at ITU’s Informatics Institute in 2023. His research interests include signal processing and pattern recognition, with a special focus on smart cities, intelligent transportation systems, and the Internet of Things.
Email: beratoglu@itu.edu.tr
Address: Istanbul Technical University, Informatics Institute, Room 416 34467 / Istanbul, Turkey
Abdulkerim Çapar, Ph.D.
Abdulkerim Çapar received his B.S. degree in Electrical and Electronics Engineering from Cukurova University, Adana, Turkey, M.S. degree in Electronics and Communication Engineering from Istanbul Technical University, Turkey, and a Ph.D. degree in the Computer Engineering Department of Istanbul Technical University, Turkey. He is currently working as a researcher at Informatics Institute of Istanbul Technical University. His research interests include pattern recognition, computer vision, machine learning and applications on medical image analysis systems.
Email: capar@itu.edu.tr
Address: Istanbul Technical University, Informatics Institute, Room 109 34467 Istanbul, Turkey
R. Kevser Keser, Ph.D.
Reyhan Kevser Keser received the B.S, and M.S degrees in “Electronics and Communication Engineering” and “Applied Informatics”, respectively, and her Ph.D. degree in the Information and Communications Engineering from Istanbul Technical University (ITU), Istanbul, Turkey. Her research interests include image processing, computer vision and machine learning techniques.
Email: keserr@itu.edu.tr
Address: Istanbul Technical University, Informatics Institute, Room 416 34467 / Istanbul, Turkey
Collaborators
Nurullah Çalık, Ph.D.
Assistant Professor
Nurullah CALIK received his B.S., M.S., and Ph.D. degrees in Electronics and Communication Engineering from Yıldız Technical University (YTU), Istanbul, Türkiye. His research interests include signal and image processing, machine learning, and computer vision.
Email: nurullah.calik@medeniyet.edu.tr
Address: Istanbul Medeniyet University, School of Engineering and Natural Sciences, Department of Biomedical Engineering, Istanbul, Turkey.
Süha Tuna, Ph.D.
Assistant Professor
Süha Tuna received his B.S. degree in Mathematics and Computing from Kültür University, Istanbul, Turkey, M.S. degree in Applied Mathematics from Marmara University,Istanbul, Turkey, and a Ph.D. degree in the Computational Science and Engineering in Istanbul Technical University, Istanbul, Turkey. His research interests include high dimensional data analysis and modelling, scientific computing, high-performance computing (HPC), optimization theory, hyperspectral imagery, sparse coding theory and dictionary learning, computational gene network analysis.
Email: suhatuna@itu.edu.tr
Address: Istanbul Technical University, Informatics Istitute, Floor: 2, Room: 206 / Istanbul, Turkey
MSc Students
Mümin Emir Soydal
Mümin Emir Soydal holds a B.S. in Computer Engineering from Istanbul University-Cerrahpaşa and is currently pursuing his M.Sc. in the same field. His research interests lie at the intersection of machine learning, reinforcement learning, and computer vision. He is currently focused on Uncertainty Quantification in Medical Image Analysis, seeking to improve the reliability of AI-driven diagnostic tools.
Email: soydal25@itu.edu.tr
Address: Istanbul Technical University, Faculty of Computer and Informatics Engineering, Room 218, 34467 Istanbul, Turkey
Berk Münci İnanç
Berk Münci İnanç is an M.Sc. Computer Science student at Istanbul Technical University, where he also earned his B.Sc. in Geophysical Engineering. Alongside his academic studies, he serves as a Business Intelligence Consultant in the private sector. His research interests lie at the intersection of deep learning and computer vision. Currently, his work is specifically focused on domain adaptation.
Email: munci.inanc@gmail.com
Address: Istanbul Technical University, Faculty of Computer and Informatics Engineering, Room 218, 34467 Istanbul, Turkey
Ahmet Nuri Yılmaz
Ahmet Nuri Yılmaz holds a B.S. in Aerospace Engineering from Samsun University and is currently pursuing a Master’s degree in Computational Science and Engineering at Istanbul Technical University (ITU). His current researchs focuses on efficient AI methods and computer vision. Additionally, he working as a software engineer in the aerospace industry.
Email: yilmaza24@itu.edu.tr
Address: Istanbul Technical University, Faculty of Computer and Informatics Engineering, Room 218, 34467 Istanbul, Turkey
Past Members
Onur Can Koyun
Onur Can Koyun [Ph.D. Student: 2020-2025]: Researcher at Wake Forest Center
Kaan Aykut Kabakçı
Kaan Aykut Kabakçı [B.S., M.S. Student: 2015-2024]: Engineer at Aselsan
Dursun Ali Ekinci
Dursun Ali Ekinci [M.S. Student: 2021-2023]: R&D Engineer at Argenit Teknoloji
Sibel Çimen Yetiş
Sibel Çimen Yetiş, Ph.D. [Ph.D Student: 2017-2022]: Teaching and Research Assistant at Yıldız Teknik Üniversitesi
Beltus Nkwawir Wiysobunri
Beltus Nkwawir Wiysobunri [M.S. Student: 2019-2022]: Ph.D. Student at İstanbul Teknik Üniversitesi
Nurullah Çalık
Nurullah Çalık, Ph.D. [Postdoc: 2019-2020]: Assistant Professor at İstanbul Medeniyet Üniversitesi
Fatma Küçük
Fatma Küçük, Ph.D. [Ph.D. Student: 2015-2020]: Assistant Professor at Ankara Yıldırım Beyazıt Üniversitesi
Aydın Ayanzadeh
Aydin Ayanzadeh [M.S. Student: 2018-2021]: Graduate Teaching Assistant at Univ. of Maryland - Baltimore County
Shabnam Derakhshan
Shabnam Derakhshan [M.S. Student: 2018-2020]: Product specialist at Sigma Telecom
Tansel Akgül
Tansel Akgül [M.S. Student: 2018-2020]: CTO at ArtGe Technologies
Esra Ergün
Esra Ergün [M.S. Student: 2018-2020]: Teaching and Research Assistant at Informatics Institute - İTÜ
Yasin Yıldırım
Yasin Yıldırım [M.S. Student: 2017-2019]: Software Design Engineer at ASML
Erkan As
Erkan As [M.S. Student: 2016-2019]: Project Manager at SmartMe
İrem Ülkü
İrem Ülkü, Ph. D. [Ph. D. Student: 2013-2015]: Assistant Professor at Ankara University, Department of Computer Engineering