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2026-03-05 19:11:51
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Ref-NPR: Reference-Based Non-Photorealistic Radiance Fields Ref-NPR: Reference-Based Non-Photorealistic Radiance Fields for Controllable Scene Stylization CVPR 2023 Yuechen Zhang 1,2 , Zexin He 1 , Jinbo Xing 1 , Xufeng Yao 1 , Jiaya Jia 1,2 1 The Chinese University of Hong Kong, 2 SmartMore Paper arXiv Video Code Data * Given a 2D stylized view, Ref-NPR can stylize the whole nerf representation. In following examples, style reference in each case is generated by hand drawing, 2D style transfer, or text-driven controllable generation (ControlNet) . Abstract Existing 3D scene stylization methods employ an arbitrary style reference to transfer textures and colors as styles without establishing meaningful semantic correspondences. We present Reference-Based Non-Photorealistic Radiance Fields, i.e., Ref-NPR. It is a controllable scene stylization method utilizing radiance fiel...
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