Publications

Peer-reviewed research in deep learning, computer vision, and remote sensing.

1. Avcı, C., Budak, M., Yağmur, N., & Bektaş Balçık, F. (2023). Comparison between random forest and support vector machine algorithms for LULC classification. International Journal of Engineering and Geosciences, 8(1), 1–10. (281 citations)

2. Avcı, C., Sertel, E., & Kabadayı, M. E. (2022). Deep Learning-Based Road Extraction from Historical Maps. IEEE Geoscience and Remote Sensing Letters, 19, 1–5. (23 citations)

3. Sertel, E., Avcı, C., & Kabadayı, M. E. (2023). Deep Learning-Based Land Use Land Cover Segmentation of Historical Aerial Images. In IGARSS 2023 — IEEE International Geoscience and Remote Sensing Symposium (pp. 2622–2625). IEEE.

4. Avcı, C., & Sertel, E. (2024). Transformer Based Land Use and Land Cover Segmentation. 9th Advanced Engineering Days, Conference Paper.