Learning Image-Adaptive Scale Fields for Metric Depth Recovery

Yuanyan Li, Matthias Althoff

Monocular depth estimation (MDE) typically produces depth estimations that are defined up to an unknown scale or shift. When only sparse metric anchors are available, recovering ac…