Video Generative Models as Geometry Learner

Recent generative approaches to geometry estimation adapt pretrained image diffusion models and treat the task as image-conditioned generation.

Recent generative approaches to geometry estimation adapt pretrained image diffusion models and treat the task as image-conditioned generation. Leveraging off-the-shelf image diffusion models, they either (i) train task-specific geometry models (for depth and surface normal…