UA-Depth: Uncertainty-Aware Depth Restoration for Material-Agnostic Object Manipulation

Rui Cao, Jia-Hui Pan, Yin Zhang +8

Robotic manipulation requires accurate metric depth, yet commodity RGB-D cameras often fail on non-Lambertian objects such as transparent, reflective, and translucent materials, pr…