Mingxia Zhan

VistaDepth: Improving Far-Range Depth Estimation With Spectral Modulation and Adaptive Reweighting

Monocular depth estimation infers per-pixel depth from a single RGB image. It remains particularly challenging in far-range regions, where sparse observations and long-tailed depth distributions bias learning toward near-range content. Diffusion models offer a promising alternative to discriminative