SVG-IR: Spatially-Varying Gaussian Splatting for Inverse Rendering
Hanxiao Sun, Yupeng Gao, Jin Xie, Jian Yang, Beibei Wang
2025Year
10Top-tier citations
Abstract
SVG-IR framework significantly improves rendering quality, outperforming state-of-the-art NeRF-based methods by 2.5 dB in peak signal-to-noise ratio (PSNR) and surpassing existing Gaussian-based techniques by 3.5 dB in relighting tasks, all while maintaining a real-time rendering speed.
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Install the CLIlune papers fulltext 0335570e-9c73-45bc-b7fd-bdb0c69e53bbCited by top-tier papers10
- GOR-IS: 3D Gaussian Object Removal In the Intrinsic SpaceYonghao Zhao, Yupeng Gao, Jian Yang, Jin Xie et al.CVPR 2026 · 2 citations
- MatSpray: Fusing 2D Material World Knowledge on 3D GeometryPhilipp Langsteiner, Jan-Niklas Dihlmann, Hendrik P. A. LenschCVPR 2026 · 2 citations
- Radiometrically Consistent Gaussian Surfels for Inverse RenderingKyu Beom Han, Jaeyoon Kim, Woo Jae Kim, Jinhwan Seo et al.ICLR 2026 · 2 citations
- SGS-Intrinsic: Semantic-Invariant Gaussian Splatting for Sparse-View Indoor Inverse RenderingJiahao Niu, Rongjia Zheng, Wenju Xu, Wei-Shi Zheng et al.CVPR 2026 · 1 citation
- Stochastic Ray Tracing for the Reconstruction of 3D Gaussian SplattingPeiyu Xu, Shuang Zhao, Xin Sun, Krishna Mullia et al.CVPR 2026 · 1 citation
Builds on16
- 3D Gaussian Splatting for Real-Time Radiance Field RenderingBernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, George DrettakisSIGGRAPH 2023 · 5,687 citations
- Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance FieldsJonathan T. Barron, Ben Mildenhall, Dor Verbin, Pratul P. Srinivasan et al.CVPR 2022 · 1,603 citations
- Volume Rendering of Neural Implicit SurfacesLior Yariv, Jiatao Gu, Yoni Kasten, Yaron LipmanNeurIPS 2021 · 1,421 citations
- 2D Gaussian Splatting for Geometrically Accurate Radiance FieldsBinbin Huang, Zehao Yu, Anpei Chen, Andreas Geiger et al.SIGGRAPH 2024 · 660 citations
- Neural-PIL: Neural Pre-Integrated Lighting for Reflectance DecompositionMark Boss, Varun Jampani, Raphael Braun, Ce Liu et al.NeurIPS 2021 · 270 citations
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