MetaView: High-Precision Novel View Synthesis from a Single Photo

🖼 MetaView: High-Precision Novel View Synthesis from a Single Photo

MetaView has been introduced—a diffusion framework for novel view synthesis from a single image. The system utilizes geometric priors from Depth Anything 3 and a RoPE mechanism to fix the scale, preventing scale drift. The work has been accepted to ECCV 2026.

🌍 MetaView solves the problem of scale mismatch and geometric inconsistency during viewpoint changes by combining diffusion models (MM-DiT) with precise geometric cues without heavy 3D reconstruction.

👤 It is now possible to create high-quality 3D effects and change viewpoints on ordinary 2D photographs while maintaining the real proportions of objects.

Source 1: https://github.com/KlingAIResearch/MetaView Source 2: https://huggingface.co/Kwai-Kolors/MetaView