Author

I. Ozkan

h-index 9 View on Semantic Scholar

We have 2 of 48 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Oct 2026

CAEFRER-YOLO11: An Adaptive Feature Refinement-Based Hybrid Model and Dataset for Weld Defect Detection

Weld quality inspection is essential for ensuring structural integrity, product reliability, and manufacturing safety in industrial applications. However, conventional visual inspection methods can be time-consuming, operator-dependent, and prone to overlooking subtle weld defects. YOLO11-based detectors employ feature...

Adem Dilbaz, I. Ozkan · Materials · 0 citations

Open access Aug 2026

MRD-UNet: a compute-efficient medical image segmentation architecture with multi-attention and parallel dilated fusion

MRD-UNet provides a practical balance between segmentation accuracy and computational efficiency and outperforms baseline CNNs and performs comparably to heavier transformer-based models while using significantly fewer parameters.

Musa Doğan, I. Ozkan · BMC Medical Imaging · 0 citations