Massimiliano Viola

Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion

Depth completion upgrades sparse depth measurements into dense depth maps, guided by a conventional image. Existing methods for this highly ill-posed task operate in tightly constrained settings, and tend to struggle when applied to images outside the training domain, as well as when the available d…