Browsing by Keywords "Neural network"
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3D Reconstruction based on NeRF and SDF methods: A comparative evaluation using RGB-D data
(Πανεπιστήμιο Δυτικής ΑττικήςUniversité de Limoges, 2025-01-21)This thesis explores the process of 3D scene reconstruction using a depth (RGB-D) camera, combined with advanced methodologies in artificial intelligence and visual computing. The research involves capturing real-world ... -
Advanced signal processing and machine learning techniques for muon orbital hit localization in the ATLAS experiment at CERN
(Πανεπιστήμιο Δυτικής ΑττικήςUniversité de Limoges, 2025-02-20)This research focuses on enhancing muon hit localization in the Micromegas detectors of the New Small Wheel (NSW), a critical upgrade to the ATLAS Muon Spectrometer at CERN. By integrating advanced signal processing ...