Can Existing 3D Monocular Object Detection Methods Work in Roadside Contexts? A Reproducibility Study. - Silvio Barra; Mirko Marras; Sondos Mohamed; Alessandro Sebastian Podda; Roberto Saia (AI*IA, 2023)

Monocular 3D Object Detection in Roadside Settings: Extending Data and Enhancing Models (Short paper). - Sondos Mohamed (DC@AI*IA, 2023)

Transfer Learning from Simulated to Real Scenes for Monocular 3D Object Detection. - Sondos Mohamed; Walter Zimmer; Ross Greer; Ahmed Alaaeldin Ghita; Modesto Castrillón Santana; Mohan M. Trivedi; Alois Knoll; Salvatore M. Carta; Mirko Marras (ECCV Workshops (8), 2024)

Investigating the Effectiveness of 3D Monocular Object Detection Methods for Roadside Scenarios. - Silvio Barra; Mirko Marras; Sondos Mohamed; Alessandro Sebastian Podda; Roberto Saia (SAC, 2024)

RoadSense3D: A Framework for Roadside Monocular 3D Object Detection. - Salvatore Carta; Modesto Castrillón Santana; Mirko Marras; Sondos Mohamed; Alessandro Sebastian Podda; Roberto Saia; Marco Sau; Walter Zimmer (UMAP (Adjunct Publication), 2024)