Youssef joined the lab in 2024 after a B.S. in Systems and Biomedical Engineering from Cairo University. He completed his M.Sc. in June 2026 with a thesis on diffusion-based 3D building reconstruction from single nadir images, recommended for an M.Sc. Thesis Prize. He continues on 3D urban modelling as a Ph.D. student.
Current projects
- GeoPriorPC: building point clouds from nadir views (CVPR Workshops 2026)
- Annotation tool for space situational awareness (K-SSA)
Publications (2)
2026
- Korny, Y., Yoo, S., and Sohn, G. (2026). Polarization-Aware Segmentation for Camouflaged Threat Detection from UAVs. Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026. doi:10.5194/isprs-archives-XLIX-B2-2026-705-2026
- Korny, Y., Yoo, S., Panangian, D., Bittner, K., Wichmann, A., and Sohn, G. (2026). GeoPriorPC: Nadir-view to 3D Point Cloud Reconstruction for Buildings via Two-Stage Diffusion Priors. Proceedings of the IEEE/CVF CVPR Workshops.