GIORGIO DE MAGISTRIS

Dottore di ricerca

ciclo: XXXVII



Titolo della tesi: Advanced Screen Space Techniques for Real Time Rendering

This thesis presents novel extensions to Screen Space Ray Tracing (SSRT) for real-time rendering, focusing on reflections and refractions. Traditional screen space techniques, such as Screen Space Reflections (SSR), suffer from limitations in handling objects outside the camera’s view or occluded by other geometry. To address these challenges, a Two-Camera SSR method is proposed, incorporating a secondary camera to capture reflections from off-screen objects. Additionally, a screen space approximation for volumetric refraction is introduced, efficiently computing refractions in real-time using simplified models based on the Metallic-Roughness material model. These techniques achieve high visual quality while maintaining real-time performance. The thesis also explores the integration of the proposed methods into modern graphics pipelines, demonstrating their effectiveness in rendering various materials, including glossy metals, dielectrics, and refractive objects. The results highlight the balance between physical accuracy and computational efficiency, making these techniques suitable for real-time applications like video games and interactive simulations.

Produzione scientifica

11573/1732691 - 2025 - A Real-Time Support with Haptic Feedback for Safer Driving Using Monocular Camera
De Magistris, G.; Guercio, L.; Starna, F.; Russo, S.; Kryvinska, N.; Napoli, C. - 04b Atto di convegno in volume
congresso: 23rd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2024 (Bolzano; Italy)
libro: AIxIA 2024. Advances in Artificial Intelligence XXIII rd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2024, Bolzano, Italy, November 25–28, 2024. Proceedings - (9783031806063; 9783031806070)

11573/1716997 - 2024 - Toward Real-Time Solar Content-Based Image Retrieval
Grycuk, R.; De Magistris, G.; Napoli, C.; Scherer, R. - 04b Atto di convegno in volume
congresso: 24th International Conference on Computational Science, ICCS 2024 (Malaga; Spain)
libro: Computational Science – ICCS 2024. 24th International Conference, Malaga, Spain, July 2–4, 2024, Proceedings, Part I - (9783031637483; 9783031637490)

11573/1715896 - 2024 - Convolutional neural network model for intestinal metaplasia recognition in gastric corpus using endoscopic image patches
Ligato, Irene; De Magistris, Giorgio; Dilaghi, Emanuele; Cozza, Giulio; Ciardiello, Andrea; Panzuto, Francesco; Giagu, Stefano; Annibale, Bruno; Napoli, Christian; Esposito, Gianluca - 01a Articolo in rivista
rivista: DIAGNOSTICS (Basel: MDPI) pp. 1-11 - issn: 2075-4418 - wos: WOS:001269877300001 (1) - scopus: 2-s2.0-85198330627 (1)

11573/1691853 - 2023 - A Novel ConvMixer Transformer Based Architecture for Violent Behavior Detection
Alfarano, A.; De Magistris, G.; Mongelli, L.; Russo, S.; Starczewski, J.; Napoli, C. - 04b Atto di convegno in volume
congresso: International Conference on Artificial Intelligence and Soft Computing (Zakopane; Poland)
libro: Artificial Intelligence and Soft Computing 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II - (978-3-031-42507-3; 978-3-031-42508-0)

11573/1664521 - 2023 - A GAN Approach for Anomaly Detection in Spacecraft Telemetries
Ciancarelli, C.; De Magistris, G.; Cognetta, S.; Appetito, D.; Napoli, C.; Nardi, D. - 04b Atto di convegno in volume
congresso: 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022 (Salamanca)
libro: 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022). Salamanca, Spain, September 5–7, 2022, Proceedings - (978-3-031-18049-1; 978-3-031-18050-7)

11573/1686143 - 2023 - Visual odometry with depth-wise separable convolution and quaternion neural networks
De Magistris, G.; Comminiello, D.; Napoli, C.; Starczewski, J. T. - 04b Atto di convegno in volume
congresso: 9th Italian workshop on artificial intelligence and robotics. AIRO 2022 (Udine; Italy)
libro: CEUR workshop proceedings - ()

11573/1714651 - 2023 - Enhancing Scene Realism through Neural Radiance Fields and Monocular Depth Estimation
De Magistris, G.; Rodriguez, J. D.; Napoli, C. - 04b Atto di convegno in volume
congresso: 8th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2023 (Napoli; Italia)
libro: ICYRIME 2023 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering - ()

11573/1691856 - 2023 - Type-2 Fuzzy Classifier with Smooth Type-Reduction
Nieszporek, K; De Magistris, G; Napoli, C; Starczewski, Jt - 04b Atto di convegno in volume
congresso: Artificial Intelligence and Soft Computing (Zakopane; Poland)
libro: Artificial Intelligence and Soft Computing - (978-3-031-23491-0; 978-3-031-23492-7)

11573/1715974 - 2023 - Exploring Brain Tumor Segmentation and Patient Survival: An Interpretable Model Approach
Ponzi, Valerio; De Magistris, Giorgio - 04b Atto di convegno in volume
congresso: 8th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2023 (Napoli; Italy)
libro: ICYRIME 2023 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering - ()

11573/1715964 - 2023 - Increased frame rate for Crowd Counting in Enclosed Spaces using GANs
Puglisi, Adriano; Fiani, Francesca; De Magistris, Giorgio - 04b Atto di convegno in volume
congresso: 8th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2023 (Napoli; Italia)
libro: ICYRIME 2023 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering - ()

11573/1683651 - 2022 - An Automatic CNN-based Face Mask Detection Algorithm Tested During the COVID-19 Pandemics
De Magistris, G.; Iacobelli, E.; Brociek, R.; Napoli, C. - 04b Atto di convegno in volume
congresso: 2022 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2022 (Catania; Italy)
libro: ICYRIME 2022 Yearly Reports on Informatics, Mathematics, and Engineering Proceedings of the International Conference of Yearly Reports on Informatics, Mathematics, and Engineering Catania, Italy, August 26-29, 2022 - ()

11573/1651140 - 2022 - Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction
De Magistris, Giorgio; Caprari, Riccardo; Castro, Giulia; Russo, Samuele; Iocchi, Luca; Nardi, Daniele; Napoli, Christian - 04b Atto di convegno in volume
congresso: 20th International Conference of the Italian Association for Artificial Intelligence, AIxIA 2021 (Virtual, Online)
libro: AIxIA 2021 – Advances in Artificial Intelligence. 20th International Conference of the Italian Association for Artificial Intelligence Virtual Event, December 1–3, 2021 Revised Selected Papers - (978-3-031-08420-1; 978-3-031-08421-8)

11573/1684840 - 2022 - A Novel DWT-based Encoder for Human Pose Estimation
De Magistris, Giorgio; Romano, Matteo; Starczewski, Janusz; Napoli, Christian - 04b Atto di convegno in volume
congresso: SYSYEM 2022: 8th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics (Brunek; Italy)
libro: Proceedings of the Scholar’s Yearly Symposium of Technology, Engineering and Mathematics - ()

11573/1625134 - 2022 - An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19
De Magistris, Giorgio; Russo, Samuele; Roma, Paolo; Starczewski, Janusz T.; Napoli, Christian - 01a Articolo in rivista
rivista: INFORMATION (Basel: Molecular Diversity Preservation International) pp. - - issn: 2078-2489 - wos: WOS:000775045300001 (22) - scopus: 2-s2.0-85126568633 (47)

11573/1650911 - 2022 - Exploiting Wavelet Recurrent Neural Networks for satellite telemetry data modeling, prediction and control
Napoli, Christian; De Magistris, Giorgio; Ciancarelli, Carlo; Corallo, Francesco; Russo, Francesco; Nardi, Daniele - 01a Articolo in rivista
rivista: EXPERT SYSTEMS WITH APPLICATIONS (Oxford, United Kingdom: Elsevier Science Limited) pp. - - issn: 0957-4174 - wos: WOS:000841013700009 (12) - scopus: 2-s2.0-85133424103 (20)

11573/1625561 - 2021 - A Customized Approach to Anomalies Detection by using Autoencoders
Aureli, R.; Brandizzi, N.; De Magistris, G.; Brociek, R. - 04b Atto di convegno in volume
congresso: 2021 Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2021 (Catania; Italia)
libro: SYSTEM 2021 Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2021 - ()

11573/1625569 - 2021 - Contagion Prevention of COVID-19 by means of Touch Detection for Retail Stores
Brociek, Rafał; De Magistris, Giorgio; Cardia, Francesca; Coppa, Federica; Russo, Samuele - 04b Atto di convegno in volume
congresso: SYSTEM 2021 Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2021 (Catania; Italia)
libro: Proceedings of the Scholar’s Yearly Symposium of Technology, Engineering and Mathematics (SYSTEM 2021) - ()

11573/1623694 - 2021 - FPGA Implementation of a Parallel DDS for Wide-Band Applications
De Magistris, G.; Rametta, C.; Capizzi, G.; Napoli, C. - 04b Atto di convegno in volume
congresso: 2021 Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2021 (Catania; Italia)
libro: SYSTEM 2021 Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2021 - ()

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