
This paper introduces Geometry Transfer, a novel method that leverages depth maps as style guides to directly stylize the geometry of neural radiance fields, enabling more expressive and accurate 3D scene stylization.


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geometry-transfer-stylizing-3d-scenes-by-leveraging-depth-maps


Geometry Transfer: Stylizing 3D Scenes by Leveraging Depth Maps


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A novel coarse-to-fine framework with hierarchical neural representation is proposed to efficiently generate high-quality stylized novel views from sparse input scenes.


efficient-sparse-view-3d-scene-stylization-with-hierarchical-neural-representation


Efficient Sparse-View 3D Scene Stylization with Hierarchical Neural Representation



A novel 3D neural style transfer framework based on 3D Gaussian Splatting (3DGS) representation that enables efficient and flexible stylization of 3D scenes with detailed style features and customizable perceptual control.


controllable-3d-gaussian-splatting-stylization-for-efficient-and-personalized-scene-rendering


Controllable 3D Gaussian Splatting Stylization for Efficient and Personalized Scene Rendering
