Hao Lu

MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors

This work proposes MetaView, a diffusion-based monocular novel view synthesis framework that enables rendering under large view changes from a single image and incorporates implicit geometry priors from a feed-forward geometry perception network to regularize structure without imposing restrictive reconstruction pipeli...