Leveraging Synthetic Priors for Monocular Depth Estimation in Specular Surgical Environments — Quantapedia

Accurate Monocular Depth Estimation (MDE) is critical for robotic surgery but remains fragile in specular, fluid-filled endoscopic environments. Existing self-supervised methods, typically relying on