CoL3D jointly learns monocular depth and camera intrinsics with a canonical incidence field and a point-cloud shape loss, recovering metric 3D shape without intrinsics at inference.
Adabins: Depth estimation using adaptive bins,
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CoL3D: Collaborative Learning of Single-view Depth and Camera Intrinsics for Metric 3D Shape Recovery
CoL3D jointly learns monocular depth and camera intrinsics with a canonical incidence field and a point-cloud shape loss, recovering metric 3D shape without intrinsics at inference.