Ray-SCR: Generalizing Scene Coordinate Regression Across Camera Models Under Review

Jaemin Cho, Oleksii Nasypanyi, François Rameau

TL;DR: TL;DR: Ray-conditioned SCR for visual localization on cross-device (360Loc), omnidirectional (OmniScenes), and perspective (Aachen) datasets, achieving state-of-the-art results.

Seeing Through the Weights: Privacy Leakage in Scene Coordinate Regression ECCV 2026 Long Oral

Oleksii Nasypanyi*, Jaemin Cho*, Utku Ozbulak, Byungkon Kang, François Rameau

TL;DR: TL;DR: Recovered 3D scene and 2D images from Scene Coordinate Regression models for Visual Localization with domain agnostic images, challenging the SCR models are privacy-preserving.

Hyper-realistic Safety Training System (immerseLearn)

Research Internship, Korea Electric Power Corporation Research Institute