Monocular absolute depth estimation from endoscopy via domain-invariant feature learning and latent consistency

Hao Li, Daiwei Lu, Jesse d'Almeida +8

Monocular depth estimation (MDE) is a critical task to guide autonomous medical robots. However, obtaining absolute (metric) depth from an endoscopy camera in surgical scenes is di…