current projects

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End Date

TÜBİTAK 3501 

Asst. Prof. Dr. Bahar HATİPOĞLU YILMAZ

Assoc. Prof. Dr. Demet SAĞLAM AYKUT, Asst. Prof. Dr. Elif BAYKAL KABLAN, Asst. Prof. Dr. Çağatay Murat YILMAZ, Prof. Dr. Cemal KÖSE 

Using Signal Image Conversion and Convolutional Neural Network Model Together in Emotion Analysis with Multimodal Recognition Approaches (Auditory-Visual-Cognitive)

2024

2026

TÜBİTAK 3501 

Asst. Prof. Dr. Çağatay Murat YILMAZ

Prof. Dr. Cemal KÖSE, Prof. Dr. Sibel GAZİOĞLU, Asst. Prof. Dr. Bahar HATİPOĞLU YILMAZ, Res. Ass. Ahmet ULU

Development of End-to-End Deep Neural Network Systems for Classification of Motor Imagery EEG Signals and Automation of the Artificial Intelligence Workflow with MLOps

2024

2026

TÜBİTAK 3501

Asst. Prof. Dr. Elif BAYKAL KABLAN

Assoc. Prof. Dr. Selen AYAS, Asst. Prof. Dr. Leyla BAYKAL SELÇUK, Assoc. Prof. Dr. Deniz AKSU ARICA 

Development and Implementation of Deep Learning-Based Approaches for the Automatic Detection of Botox Injection Points in Cosmetic Dermatology

2024

2026

TÜBİTAK 2244 

Asst. Prof. Dr. Beste ÜSTÜBİOĞLU

Prof. Dr. Mustafa ULUTAŞ, Prof. Dr. Güzin ULUTAŞ

Development of a Deep Learning-Supported Hybrid Enterprise Document Verification System and Training of Qualified Researchers in This Field

2024

2032

TÜBİTAK 3501

Assoc. Prof. Dr. Selen AYAS

Prof. Dr. Murat EKİNCİ, Asst. Prof. Dr. Elif BAYKAL KABLAN

Development of Adversarial Machine Learning Approaches for Medical Image Classification Based on Vision Transformers

2022

2024

TÜBİTAK 3501

Assoc. Prof. Dr. Mustafa Şinasi AYAS

Prof. Dr. İsmail Hakkı ALTAŞ, Assoc. Prof. Dr. Selen AYAS, Lecturer Ramazan Özgür DOĞAN, Res. Ass. Büşra ÖZGENÇ

Design of Optimal Black-Box Adversarial Attacks on Anomaly Detection Models in Water Treatment and Distribution Systems and Development of Defense Mechanisms

2022

2024

KOSGEB

Prof. Dr. Bekir DİZDAROĞLU

Prof. Dr. Hidayet ERDÖL, Kadri Karagöz

Deep Learning-Based Mobile Software for Predicting the Stages of Diabetic Retinopathy

2023

2024

TÜBİTAK 1507

Assoc. Prof. Dr. Sedat GÖRMÜŞ

Prof. Dr. Murat EKİNCİ

Implementation of an Electricity Theft Detection and Control System Using Machine Learning Algorithms

2023

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TÜBİTAK 1001

Prof. Dr. Güzin ULUTAŞ

Asst. Prof. Dr. Gül TAHAOĞLU, Asst. Prof. Dr. Beste ÜSTÜBİOĞLU

Detection of Forgery in Digital Audios and Localization of Fraudulent Sounds

2022

2024

TÜBİTAK AB COST

Prof. Dr. Ayfer Dönmez ÇAVDAR

Prof. Dr. Tuğrul ÇAVDAR, Prof. Dr. Sevda Boran TORUN, Prof. Dr. Sedat KELEŞ, Prof. Dr. Fatih MENGELOĞLU, Prof. Dr. Murat ERTAŞ

Developing and Producing Eco-Friendly and Sustainable Fuel System Components for Vehicles Using Biochar

2023

2026

TÜBİTAK

Lecturer Özkan BİNGÖL

Prof. Dr. Murat EKİNCİ, Asst. Prof. Dr. EYÜP GEDİKLİ

Reliable Palmprint Region Detection for Biometric Verification in Unconstrained Environments

2022

2024

TÜBİTAK

Assoc. Prof. Dr. Mürsel ŞAHİN

Prof. Dr. Murat EKİNCİ, Asst. Prof. Dr. Elif BAYKAL KABLAN

Development and Implementation of a Fully Automated Deep Learning-Based Approach for the Automatic Detection and Measurement of Aortic Valve Calcium Score from Echocardiographic Images

2022

2025

TÜBİTAK 3005

Asst. Prof. Dr. Temel SAĞLAM

Lecturer Dr. Zafer YAVUZ, Prof. Dr. Mehmet YAVUZ, Prof. Dr. Halil İbrahim OKUMUŞ, Prof. Dr. ERKAN AYDINTAN, Asst. Prof. Dr. Deniztan Ulutaş KARAKOL

Historic Urban Architecture of Trabzon and Its Digital Transfer

2023

2025

KTU BAP Graduate Thesis Project Prof. Dr. Derya Elmalı ŞEN Asst. Prof. Dr. Bahar Hatipoğlu YILMAZ, Asst. Prof. Dr. Çağatay Murat YILMAZ, Evşen YETİM Analysis of a Mystical Experience in Vernacular Architecture Through a Neuromorphic Approach 2024 -