Geometric Distillation from Rectified Stereo: Leveraging Epipolar Cues for Monocular Depth

Monocular depth foundation models have demonstrated remarkable generalization capabilities across diverse environments. However, they continue to struggle with metric depth estimation in diverse environments. This limitation stems from the inherent scale ambiguity of single-view inference, leading t