Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian Splatting

Jinbo Yan; Rui Peng; Zhiyan Wang; Luyang Tang; Jiayu Yang; Jie Liang; Jiahao Wu; Ronggang Wang

doi:10.1109/cvpr52734.2025.01540

CVPR2025顶会

Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian Splatting

Jinbo Yan, Rui Peng, Zhiyan Wang, Luyang Tang, Jiayu Yang, Jie Liang, Jiahao Wu, Ronggang Wang

arXiv DOI 出版方

2025年份

17顶会引用

摘要

tions, demonstrating that our approach can achieve streaming with a average per-frame reconstruction time of 2s+, alongside a enhancement in view synthesis quality.

previous key-frame target frame 𝑑𝑑𝜇𝜇, 𝑑𝑑𝑑𝑑𝑑𝑑𝑑𝑑

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ReCon-GS: Continuum-Preserved Gaussian Streaming for Fast and Compact Reconstruction of Dynamic ScenesJiaye Fu, Qiankun Gao, Chengxiang Wen, Yanmin Wu 等NeurIPS 2025 · 被引用 12 次
Motion Matters: Compact Gaussian Streaming for Free-Viewpoint Video ReconstructionJiacong Chen, Qingyu Mao, Youneng Bao, Xiandong Meng 等NeurIPS 2025 · 被引用 7 次
LocalDyGS: Multi-view Global Dynamic Scene Modeling via Adaptive Local Implicit Feature DecouplingJiahao Wu, Rui Peng, Jianbo Jiao, Jiayu Yang 等ICCV 2025 · 被引用 6 次
LongSplat: Online Generalizable 3D Gaussian Splatting from Long Sequence ImagesGuichen Huang, Ruoyu Wang, Xiangjun Gao, Che Sun 等AAAI 2026 · 被引用 6 次
EA3D: Online Open-World 3D Object Extraction from Streaming VideosXiaoyu Zhou, Jingqi Wang, Yuang Jia, Yongtao Wang 等NeurIPS 2025 · 被引用 5 次

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3D Gaussian Splatting for Real-Time Radiance Field RenderingBernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, George DrettakisSIGGRAPH 2023 · 被引用 5,687 次
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Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance FieldsJonathan T. Barron, Ben Mildenhall, Dor Verbin, Pratul P. Srinivasan 等CVPR 2022 · 被引用 1,603 次

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