RainyGS: Efficient Rain Synthesis with Physically-Based Gaussian Splatting
Qiyu Dai, Xingyu Ni, Qianfan Shen, Wenzheng Chen, Baoquan Chen, Mengyu Chu
2025Year
4Top-tier citations
Abstract
b) Rainy Novel View Synthesis (a) Multi-view Rain Free Inputs (c) Rain Intensity Control Figure 1. Using multi-view images as input (a), RainyGS constructs 3D scenes with physically-based Gaussian Splatting techniques to enable efficient and photorealistic rain synthesis (b). Our approach provides users with flexible control over rain intensity, from light drizzle to heavy downpour (c), achieving high-quality, realistic rain effects in a computationally efficient manner. Zoom in for better visual effects.
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Cited by top-tier papers4
- Controllable Weather Synthesis and Removal with Video Diffusion ModelsChih-Hao Lin, Zian Wang, Ruofan Liang, Yuxuan Zhang et al.ICCV 2025 · 8 citations
- Let it Snow! Animating 3D Gaussian Scenes with Dynamic Weather Effects via Physics-Guided Score DistillationGal Fiebelman, Hadar Averbuch-Elor, Sagie BenaimCVPR 2026 · 6 citations
- FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian SplattingQianfan Shen, Ningxiao Tao, Qiyu Dai, Tianle Chen et al.ICLR 2026 · 3 citations
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- 3D Gaussian Splatting for Real-Time Radiance Field RenderingBernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, George DrettakisSIGGRAPH 2023 · 5,687 citations
- Instant neural graphics primitives with a multiresolution hash encodingThomas Müller, Alex Evans, Christoph Schied, Alexander KellerSIGGRAPH 2022 · 4,089 citations
- Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance FieldsJonathan T. Barron, Ben Mildenhall, Matthew Tancik, Peter Hedman et al.ICCV 2021 · 2,700 citations
- NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view ReconstructionPeng Wang, Lingjie Liu, Yuan Liu, Christian Theobalt et al.NeurIPS 2021 · 2,500 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
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