Deformable Radial Kernel Splatting

Yi-Hua Huang; Ming-Xian Lin; Yang-Tian Sun; Ziyi Yang; Xiaoyang Lyu; Yan-Pei Cao; Xiaojuan Qi

doi:10.1109/cvpr52734.2025.02004

CVPR2025Top-tier venue

Deformable Radial Kernel Splatting

Yi-Hua Huang, Ming-Xian Lin, Yang-Tian Sun, Ziyi Yang, Xiaoyang Lyu, Yan-Pei Cao, Xiaojuan Qi

DOI Publisher

2025Year

12Top-tier citations

Abstract

Kong 2 VAST GS (50) GS (500) GS (5K) DRK (50) Target Render Scale-Down Figure 1. Gaussian Splatting vs. Our Deformable Radial Kernel (DRK) Splatting: Gaussian splatting requires thousands of Gaussians to approximate detailed textures and shapes. In contrast, our kernel efficiently fits the target pattern with just 30 primitives, achieving superior results.