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 (6)

  • 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 2025, 15, 164, https://doi.org/10.3390/agriculture15020164
  • D. Kapetas, P. Christakakis, V. Goglia, E. M. Pechlivani, "AI-based robotic trap for real-time insect detection, monitoring and population prediction", , 6th IEEE International Conference on Image Processing Applications and Systems (IPAS2025), Lyon, France, 2025, IEEE Xplore (accepted)
  • 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, 2024, 9, 100580, ISSN 2772-3755 https://doi.org/10.1016/j.atech.2024.100580
  • P. Christakakis, N. Giakoumoglou, D. Kapetas, D. Tzovaras, E. M. Pechlivani, "Vision Transformers in Optimization of AI-Based Early Detection of Botrytis cinerea", , AI 2024, 5, 1301-1323, https://doi.org/10.3390/ai5030063
  • P. Christakakis, D. Kapetas, S. Faliagka, N. Katsoulas, D. Tzovaras, E. M. Pechlivani, "Artificial Intelligence Algorithms Revolutionizing Insect Monitoring and Detection Challenges", Agricultural Engineering challenges in existing and new agroecosystems (AgEng) 2024, 1-4 July 2024, Athens, Greece https://pcoconvin.eventsair.com/ageng24/call-for-abstracts
Contact
Mr. Dimitris Kapetas

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

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