Preprint
Aug 2026
Geometry Beats Estimated Depth: RGB-Only Multi-Camera 3D Tracking under Sim2Real
A complete, reproducible RGB-only pipeline and ablation for geometry-first and estimated-depth pseudo-LiDAR is used as a controlled test of one hypothesis: that cross-view geometric consistency, not monocular depth accuracy, governs performance under Sim2Real.
Abdullah Naeem, Anav Katwal, Ayon Dey et al.
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