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 (8)

  • D. Kapetas, P. Christakakis, S. Faliagka, N. Katsoulas, E. M. Pechlivani, "AI-Driven Insect Detection, Real-Time Monitoring, and Population Forecasting in Greenhouses.", AgriEngineering, vol. 7, no. 2, pp. 29, 2025. https://doi.org/10.3390/agriengineering7020029
  • D. Kapetas, E. Kalogeropoulou, P. Christakakis, C. Klaridopoulos, E. M. Pechlivani, "Comparative Evaluation of AI-Based Multi-Spectral Imaging and PCR-Based Assays for Early Detection of Botrytis cinerea Infection on Pepper Plants.", Agriculture, vol, 15, no. 2, pp. 164, 2025. https://doi.org/10.3390/agriculture15020164
  • E. M. Pechlivani, G. Gkogkos, P. Christakakis, D. Kapetas, I. Hadjigeorgiou, D. Ioannidis, D. Tzovaras, "Aquaponic Farming with Advanced Decision Support System: Practical Implementation and Evaluation.", in Proceedings of the 6th IEEE International Conference on Image Processing Applications and Systems (IPAS2025), Lyon, France, 2025, IEEE Xplore. https://doi.org/10.1109/IPAS63548.2025.10924523
  • D. Kapetas, P. Christakakis, V. Goglia, E. M. Pechlivani, "AI-based robotic trap for real-time insect detection, monitoring and population prediction.", in Proceedings of the 6th IEEE International Conference on Image Processing Applications and Systems (IPAS2025), Lyon, France, 2025, IEEE Xplore. https://doi.org/10.1109/IPAS63548.2025.10924486
  • D. Kapetas, E. Kalogeropoulou, P. Christakakis, C. Klaridopoulos, E. M. Pechlivani, "Multi-spectral image Transformer descriptor classification combined with Molecular Tools for early detection of tomato grey mould.", Smart Agricultural Technology, vol. 9, 2024. https://doi.org/10.1016/j.atech.2024.100580
Contact
Mr. Dimitris Kapetas

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