Struct-MDC: Mesh-Refined Unsupervised Depth Completion Leveraging Structural Regularities From Visual SLAM

We propose Struct-MDC, an unsupervised depth completion framework that builds a line-aware CDT mesh from SLAM features and refines interpolated mesh depth with an MDR module to recover sharp boundaries and dense geometry.