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Research questionHow can novel-view synthesis use mirror reflections to generate consistent views and recover hidden scene structure?Generative novel-view systems may treat a mirror as ordinary image content, causing views from different cameras to disagree. They can also omit scene structure that is visible only through the reflection.
Computer Vision
Diffusion Models
Image & Video Processing
Image Generation
Latest papersRecent research connected to this question, newest first.Reflection-aware Generative Novel View SynthesisThe source concerns generative novel-view synthesis from input images in mirror scenes, using a multi-view diffusion backbone. It reports evidence from synthetic and real scenes and describes a training-free approach that estimates the mirror plane and uses reflected camera poses; the reported evidence is limited to reflection consistency, contextual coherence, and recovered structure in those scenes.research paper · Sep 4, 2026
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How can camera viewpoints be optimized for novel-view synthesis when reflections and fine textures change with viewpoint?How can novel-view synthesis represent continuous 3D scenes with less capacity and optimization than NeRFs?How can mirror inpainting generate geometry-consistent reflections from a fixed scene without hallucinating visible content?How can sparse-view novel-view synthesis maintain geometric and temporal consistency along a camera trajectory?