Mr. Dimitris Kapetas

Research Assistant

  • Master of Electrical and Computer Engineering, DUTH (2023)

Thesis: Local features extraction from images using Deep Learning Networks for Image Retrieval

Recent Publications

Show all (14)

  • E. Savvakis, D. Kapetas, M. C. Martínez-Ballesta, N. Katsoulas, E. M. Pechlivani, "AI-Based Potato Crop Abiotic Stress Detection via Instance Segmentation.", AI, vol. 7, no. 3, March 2026. https://doi.org/10.3390/ai7030111
  • D. Kapetas, P. Christakakis, I. Naounoulis, I. Vagelas, S. Faliagka, E. M. Pechlivani, N. Katsoulas, "Multispectral AI-driven imaging for detection of downy mildew and gray mold in grapevines.", Smart Agricultural Technology, 2026. https://doi.org/10.1016/j.atech.2026.101990
  • E. Kalogeropoulou, P. Christakakis, D. Kapetas, E. M. Pechlivani, "Καινοτόμα Συστήματα Τεχνητής Νοημοσύνης για Την Έγκαιρη Ανίχνευση Του Μύκητα Botrytis cinerea σε Κηπευτικά.", in Proceedings of the 9η - Πανελλήνια Συνάντηση Φυτοπροστασίας, Larissa, Greece, March 10-12, 2026. https://www.cropprotectionconference.gr/index.php
  • C. R. Medentzidis, D. Kapetas, E. M. Pechlivani, "Fungal Disease Detection on Vegetable Crops Using RGB Imaging.", Agriculture, vol. 16, no. 5, February 2026. https://doi.org/10.3390/agriculture16050541
  • P. Christakakis, E. Kalogeropoulou, D. Kapetas, E. M. Pechlivani, "Deep Learning Meets qPCR: Detecting Fungal Plant Diseases.", in Proceedings of the 10th International Conference on Energy Efficiency & Agricultural Engineering (EE&AE), Stara Zagora, Bulgaria, November 05-07, 2025, pp. 1-7, doi: 10.1109/EEAE65901.2025.11273671
Contact
Mr. Dimitris Kapetas

Information Technologies Institute
Centre of Research & Technology - Hellas
Email: dimikape@iti.gr
Url: https://github.com/KapetasDim