• Master Thesis  Open Access

      Detection and classification of construction objects by use of machine vision and deep learning 

      Nicolaou, Nicolas (Πανεπιστήμιο Κύπρου, Πολυτεχνική Σχολή / University of Cyprus, Faculty of Engineering, 2024-06-02)
      The construction industry represents a continuously evolving environment where there is always room for process improvement and modernization. Artificial intelligence, as well as other emerging technologies such as machine ...
    • Master Thesis  Open Access

      Enhancing aerial vehicle detection in transportation monitoring using spatiotemporal object detection models 

      Telegraph, Kristina (Πανεπιστήμιο Κύπρου, Πολυτεχνική Σχολή / University of Cyprus, Faculty of Engineering, 2023-06-01)
      Image object detection has shown tremendous success in recent years, leading to its adaptation to the domain of video. However, the major advancements based on single-shot deep learning models process single frames ...