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- W4386071834 abstract "Current 3D scene stylization methods transfer textures and colors as styles using arbitrary style references, lacking meaningful semantic correspondences. We introduce Reference-Based Non-Photorealistic Radiance Fields (Ref-NP R) to address this limitation. This controllable method stylizes a 3D scene using radiance fields with a single stylized 2D view as a reference. We propose a ray registration process based on the stylized reference view to obtain pseudo-ray supervision in novel views. Then we exploit semantic correspondences in content images to fill occluded regions with perceptually similar styles, resulting in non-photorealistic and continuous novel view sequences. Our experimental results demonstrate that Ref-NPR out-performs existing scene and video stylization methods regarding visual quality and semantic correspondence. The code and data are publicly available on the project page at https://ref-npr.github.io." @default.
- W4386071834 created "2023-08-23" @default.
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- W4386071834 date "2023-06-01" @default.
- W4386071834 modified "2023-10-18" @default.
- W4386071834 title "Ref-NPR: Reference-Based Non-Photorealistic Radiance Fields for Controllable Scene Stylization" @default.
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- W4386071834 doi "https://doi.org/10.1109/cvpr52729.2023.00413" @default.
- W4386071834 hasPublicationYear "2023" @default.
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