• 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 ...
    • Doctoral Thesis  Open Access

      Real-time hardware acceleration of object detection for intelligent embedded vision systems 

      Kyrkou, Christos S. (Πανεπιστήμιο Κύπρου, Πολυτεχνική Σχολή / University of Cyprus, Faculty of Engineering, 2014-05)
      Η ανίχνευση αντικειμένων είναι μια βασική και απαραίτητη λειτουργίας για ενσωματωμένα συστήματα όρασης, καθώς τους δίνει τη δυνατότητα να αλληλεπιδρούν με πιο έξυπνο τρόπο με το περιβάλλον τους και γίνεται όλο και πιο ...