Conference Agenda
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
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GEOM: Geometric Modeling & Processing Location: B8.1.2 Session Chair: Prof. Domenico Marzullo, university of Trieste Session Chair: Dr. Francesco Buonamici, University of Florence | |
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Gaussian Splatting for 3D Data Representation: A Survey of Methods and Applications in Industrial Engineering, Biomedicine, and Cultural Heritage University of L'Aquila, Italy This review examines 3D Gaussian Splatting as an emerging explicit representation for 3D reconstruction and real-time novel-view synthesis, with emphasis on industrial engineering, biomedical imaging, and cultural heritage. The core principles of Gaussian-based scene modeling are summarized, and recent methods are organized into static reconstruction, dynamic modeling, efficiency-oriented approaches, and learning-based extensions. The 3DGS role is assessed against photogrammetry, mesh-based workflows, and neural implicit fields in terms of rendering efficiency, geometric fidelity, metric reliability, scalability, and interoperability. Application-specific evidence is then analyzed in medical visualization and surgical scene reconstruction, cultural heritage digitization and restoration, and industrial inspection and digital twins, highlighting domain-specific opportunities, maturity levels, and adoption barriers. Open challenges remain in geometric accuracy, standardization, data exchange, and downstream integration. 3DGS emerges as a promising but still maturing explicit representation for application-specific 3D data visualization, documentation, inspection, exchange, and analysis. | |