Preprint Open access
GenNVS: Geometry-enhanced Novel View Synthesis via Disentangled 3D Prior
Single-image novel view synthesis remains challenging because the underlying 3D geometry is highly ambiguous. Recent diffusion-based approaches produce plausible results, but they often struggle to preserve the geometric structure and spatial coherence of foreground objects. We present GenNVS, a framework for geometry- …