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2024
Diffusion-based data augmentation methodology for improved performance in ocular disease diagnosis using retinography images.
Burak Aktas, Doga Deniz Ates, Okan Duzyel and Abdurrahman Gumus
International Journal of Machine Learning and Cybernetics link -
2024
AutoReason: Automatic Few-Shot Reasoning Decomposition
Arda Sevinc and Abdurrahman Gumus
arXiv preprint arXiv:2412.06975 arXiv -
2024
Classification of Microscopic Fungi Images Using Vision Transformers for Enhanced Detection of Fungal Infections
Abdurrahman Gumus
Turkish Journal of Nature and Science link -
2023
Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images
Ceyhun Efe Kayan, Talha Enes Koksal, Arda Sevinc and Abdurrahman Gumus
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2023
Real Time Computer Vision Based Robotic Arm Controller with ROS and Gazebo Simulation Environment
Egemen Aksoy, Arif Dorukan Çakır, Berat Alper Erol and Abdurrahman Gumus
14th International Conference on Electrical and Electronics Engineering (ELECO) link -
2023
Ethereum Blockchain Smart Contract Vulnerability Detection Using Deep Learning
Huseyin Okan Demir, Sule Zeynep Parlat and Abdurrahman Gumus
2023 7th International Symposium on Innovative Approaches in Smart Technologies (ISAS) link -
2023
Open-Source Visual Target-Tracking System Both on Simulation Environment and Real Unmanned Aerial Vehicles.
Celil Yılmaz, Abdulkadir Ozgun, Berat Alper Erol and Abdurrahman Gumus
International Congress of Electrical and Computer Engineering, Cham: Springer Nature Switzerland link -
2023
Adaptive resizer-based transfer learning framework for the diagnosis of breast cancer using histopathology images
Okan Duzyel, Mehmet Sergen Catal, Ceyhun Efe Kayan, Arda Sevinc and Abdurrahman Gumus
Signal, Image, and Video Processing link -
2023
Real-time superficial vein imaging system for observing abnormalities on vascular structures
Ayse Altay and Abdurrahman Gumus
Multimedia Tools and Applications link -
2023
Intensity and phase stacked analysis of a Φ-OTDR system using deep transfer learning and recurrent neural networks
Ceyhun Efe Kayan, Kivilcim Yuksel Aldogan and Abdurrahman Gumus
Applied Optics link