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LightGaussian efficiently compresses 3D scene data, enhancing performance and reducing storage needs while preserving visual quality.
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2026-02-21 00:14:52
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LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS L ight G aussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS Zhiwen Fan 1 * , Kevin Wang 1 * , Kairun Wen 2 , Zehao Zhu 1 , Dejia Xu 1 , Zhangyang Wang 1 1 The University of Texas at Austin 2 Xiamen University * denotes equal contribution Paper arXiv Video Code The caption displays both the file size and the Structural Similarity Index (SSIM) Overview Recent advancements in real-time neural rendering using point-based techniques have paved the way for the widespread adoption of 3D representations. However, foundational approaches like 3D Gaussian Splatting come with a substantial storage overhead caused by growing the SfM points to millions, often demanding gigabyte-level disk space for a single unbounded scene, posing significant scalability...
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