Feature 3DGS: Enabling Distilled Feature Fields for Semantic-Aware 3D Scene Representation and Manipulation

Feature 3DGS presents a general method that significantly enhances 3D Gaussian Splatting through the integration of large 2D foundation models via feature field distillation, enabling a range of functionalities beyond novel view synthesis, including semantic segmentation, language-guided editing, and promptable/promptless instance segmentation.