Matteo Poggi*

Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions

"We present a novel approach designed to address the complexities posed by challenging, out-of-distribution data in the single-image depth estimation task. Starting with images that facilitate depth prediction due to the absence of unfavorable factors, we systematically generate new, user-defined sc…