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LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS

28 November 2023

Papers citing "LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS"

50 / 167 papers shown

Title
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 3DGS 90 2 0 21 Mar 2025
Optimized Minimal 3D Gaussian Splatting J. Lee J. Ko Eunbyung Park 3DGS 76 0 0 21 Mar 2025
OccluGaussian: Occlusion-Aware Gaussian Splatting for Large Scene Reconstruction and Rendering Shiyong Liu Xiao Tang Zhihao Li Yingfan He Chongjie Ye Jianzhuang Liu Binxiao Huang Shunbo Zhou Xiaofei Wu 3DGS 114 0 0 20 Mar 2025
1000+ FPS 4D Gaussian Splatting for Dynamic Scene Rendering Yuheng Yuan Qiuhong Shen Xingyi Yang Xinchao Wang 3DGS 113 2 0 20 Mar 2025
Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images Shengjun Zhang Xin Fei Fan Liu Haixu Song Yueqi Duan 3DGS 98 4 0 20 Mar 2025
SAGE: Semantic-Driven Adaptive Gaussian Splatting in Extended Reality Chiara Schiavo Elena Camuffo Leonardo Badia Simone Milani 3DGS 78 0 0 20 Mar 2025
ClimateGS: Real-Time Climate Simulation with 3D Gaussian Style Transfer Yuezhen Xie Meiying Zhang Qi Hao 3DGS AI4CE 91 0 0 19 Mar 2025
Light4GS: Lightweight Compact 4D Gaussian Splatting Generation via Context Model Mufan Liu Qi Yang He Huang Wenjie Huang Zhenlong Yuan Zhu Li Yiling Xu 3DGS 92 2 0 18 Mar 2025
Lightweight Gradient-Aware Upscaling of 3D Gaussian Splatting Images Simon Niedermayr Christoph Neuhauser Rüdiger Westermann 3DGS 127 1 0 18 Mar 2025
Improving Adaptive Density Control for 3D Gaussian Splatting Glenn Grubert Florian Barthel Anna Hilsmann Peter Eisert 3DGS 141 0 0 18 Mar 2025
CompMarkGS: Robust Watermarking for Compressed 3D Gaussian Splatting Sumin In Youngdong Jang Utae Jeong MinHyuk Jang Hyeongcheol Park Eunbyung Park Sangpil Kim 3DGS 93 0 0 17 Mar 2025
CAT-3DGS Pro: A New Benchmark for Efficient 3DGS Compression Yu-Ting Zhan He-bi Yang Cheng-Yuan Ho Jui Chiu Chiang Wen-Hsiao Peng 3DGS 111 1 0 17 Mar 2025
Learning-based 3D Reconstruction in Autonomous Driving: A Comprehensive Survey Liewen Liao Weihao Yan Ming Yang Songan Zhang 3DV 184 0 0 17 Mar 2025
Gaussian On-the-Fly Splatting: A Progressive Framework for Robust Near Real-Time 3DGS Optimization Yiwei Xu Yifei Yu Wentian Gan Tengfei Wang Zongqian Zhan Hao Cheng Xin Wang 3DGS 161 0 0 17 Mar 2025
Swift4D:Adaptive divide-and-conquer Gaussian Splatting for compact and efficient reconstruction of dynamic scene Jiahao Wu Rui Peng Zhiyan Wang Lu Xiao Luyang Tang Jinbo Yan K. Xiong Ronggang Wang 3DGS 118 3 0 16 Mar 2025
GaussHDR: High Dynamic Range Gaussian Splatting via Learning Unified 3D and 2D Local Tone Mapping Jinfeng Liu Lingtong Kong Bo Li Dan Xu 3DGS 78 0 0 13 Mar 2025
PCGS: Progressive Compression of 3D Gaussian Splatting Yihang Chen Mengyao Li Qianyi Wu Weiyao Lin Mehrtash Harandi Jianfei Cai 3DGS 96 2 0 11 Mar 2025
DirectTriGS: Triplane-based Gaussian Splatting Field Representation for 3D Generation Xiaoliang Ju Hongsheng Li 3DGS 126 0 0 10 Mar 2025
EvolvingGS: High-Fidelity Streamable Volumetric Video via Evolving 3D Gaussian Representation Chao Zhang Yifeng Zhou Shuheng Wang W. Li Degang Wang Yi Xu Shaohui Jiao 3DGS 144 1 0 07 Mar 2025
SeeLe: A Unified Acceleration Framework for Real-Time Gaussian Splatting Xiaotong Huang He Zhu Zihan Liu Weikai Lin Xiaohong Liu Zhezhi He Jingwen Leng Minyi Guo Yu Feng 3DGS 94 2 0 07 Mar 2025
D2GV: Deformable 2D Gaussian Splatting for Video Representation in 400FPS Mufan Liu Qi Yang Miaoran Zhao He Huang Le Yang Zhu Li Yiling Xu 3DGS 79 2 0 07 Mar 2025
Beyond Existance: Fulfill 3D Reconstructed Scenes with Pseudo Details Yifei Gao Jun Huang Lei Wang Ruiting Dai Jun Cheng 3DGS 135 0 0 06 Mar 2025
LiteGS: A High-Performance Modular Framework for Gaussian Splatting Training Kaimin Liao 3DGS 147 0 0 03 Mar 2025
CAT-3DGS: A Context-Adaptive Triplane Approach to Rate-Distortion-Optimized 3DGS Compression Yu-Ting Zhan Cheng-Yuan Ho Hebi Yang Yi-Hsin Chen Jui Chiu Chiang Yu-Lun Liu Wen-Hsiao Peng 3DGS 109 6 0 01 Mar 2025
Compression in 3D Gaussian Splatting: A Survey of Methods, Trends, and Future Directions Muhammad Salman Ali Chaoning Zhang Marco Cagnazzo Giuseppe Valenzise Enzo Tartaglione Sung-Ho Bae 3DGS 181 2 0 26 Feb 2025
UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting Haoyuan Li Yanpeng Zhou Tao Tang Jifei Song Yihan Zeng Michael C. Kampffmeyer Hang Xu Xiaodan Liang 3DGS 103 2 0 25 Feb 2025
GS-Cache: A GS-Cache Inference Framework for Large-scale Gaussian Splatting Models Miao Tao Yuanzhen Zhou Haoran Xu Zeyu He Zhenyu Yang ... Zhenxiang Ma Rong Fu Hengjie Li Xinsong Zhang Jidong Zhai 3DGS 104 1 0 24 Feb 2025
OMG: Opacity Matters in Material Modeling with Gaussian Splatting Silong Yong Venkata Nagarjun Pudureddiyur Manivannan Bernhard Kerbl Zifu Wan Simon Stepputtis Katia Sycara Yaqi Xie 3DGS 102 0 0 16 Feb 2025
3DGS $^2$ : Near Second-order Converging 3D Gaussian Splatting L. Lan Tianjia Shao Zixuan Lu Yu Zhang Chenfanfu Jiang Yifan Yang 3DGS 132 1 0 28 Jan 2025
GoDe: Gaussians on Demand for Progressive Level of Detail and Scalable Compression Francesco Di Sario Riccardo Renzulli Marco Grangetto Akihiro Sugimoto Enzo Tartaglione 3DGS 121 3 0 23 Jan 2025
Sketch and Patch: Efficient 3D Gaussian Representation for Man-Made Scenes Yuang Shi Simone Gasparini Géraldine Morin Chenggang Yang Wei Tsang Ooi 3DGS 152 4 0 22 Jan 2025
GSVC: Efficient Video Representation and Compression Through 2D Gaussian Splatting Longan Wang Yuang Shi Wei Tsang Ooi 3DGS 90 1 0 21 Jan 2025
MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks Yifei Liu Zhihang Zhong Yifan Zhan Sheng Xu Xiao Sun 3DGS 146 3 0 29 Dec 2024
RSGaussian:3D Gaussian Splatting with LiDAR for Aerial Remote Sensing Novel View Synthesis Yiling Yao Wenjuan Zhang Bing Zhang Bocheng Li Yaning Wang Bowen Wang 151 2 0 24 Dec 2024
AI-Driven Innovations in Volumetric Video Streaming: A Review Erfan Entezami Hui Guan VGen 196 1 0 15 Dec 2024
HDGS: Textured 2D Gaussian Splatting for Enhanced Scene Rendering Yunzhou Song Heguang Lin Jiahui Lei Lingjie Liu Kostas Daniilidis 3DGS 145 3 0 02 Dec 2024
6DOPE-GS: Online 6D Object Pose Estimation using Gaussian Splatting Yufeng Jin V. Prasad Snehal Jauhri Mathias Franzius Georgia Chalvatzaki 3DGS 215 0 0 02 Dec 2024
Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives Alex Hanson Allen Tu Geng Lin Vasu Singla Matthias Zwicker Tom Goldstein 3DGS 189 4 0 30 Nov 2024
HEMGS: A Hybrid Entropy Model for 3D Gaussian Splatting Data Compression Lei Liu Zhenghao Chen Dong Xu Wei Wang Dong Xu 3DGS 156 6 0 27 Nov 2024
Textured Gaussians for Enhanced 3D Scene Appearance Modeling Brian Chao Hung-Yu Tseng Lorenzo Porzi Chen Gao Tuotuo Li ... Ayush Saraf Jia-Bin Huang Johannes Kopf Gordon Wetzstein Changil Kim 3DGS 157 6 0 27 Nov 2024
UniGaussian: Driving Scene Reconstruction from Multiple Camera Models via Unified Gaussian Representations Y. Ren Guile Wu Runhao Li Zheyuan Yang Yibo Liu Xingxin Chen Tongtong Cao Bingbing Liu 3DGS 158 4 0 22 Nov 2024
NexusSplats: Efficient 3D Gaussian Splatting in the Wild Yuzhou Tang Dejun Xu Yongjie Hou Zhenzhong Wang Min Jiang 3DGS 205 2 0 21 Nov 2024
SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D Reconstruction Yutao Tang Y. Guo Deming Li Cheng-Fang Peng 3DGS 158 0 0 15 Nov 2024
GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting Yangming Zhang Wenqi Jia Wei Niu Miao Yin 3DGS 172 3 0 09 Nov 2024
CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes Yang Liu Chuanchen Luo Zhongkai Mao Junran Peng Zhaoxiang Zhang 3DGS 145 8 0 01 Nov 2024
GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting Xiufeng Huang Ruiqi Li Yiu-ming Cheung Ka Chun Cheung Simon See Renjie Wan 3DGS 94 5 0 31 Oct 2024
LoDAvatar: Hierarchical Embedding and Adaptive Levels of Detail with Gaussian Splatting for Enhanced Human Avatars Xiaonuo Dongye Hanzhi Guo Le Luo Haiyan Jiang Yihua Bao Zeyu Tian Dongdong Weng 3DGS 89 1 0 28 Oct 2024
Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering Meng Wei Qianyi Wu Jianmin Zheng H. Rezatofighi Jianfei Cai 3DGS 65 3 0 27 Oct 2024
PixelGaussian: Generalizable 3D Gaussian Reconstruction from Arbitrary Views Xin Fei Wenzhao Zheng Yueqi Duan Weidong Zhan Masayoshi Tomizuka Kurt Keutzer Jiwen Lu 3DGS 74 6 0 24 Oct 2024
Sort-free Gaussian Splatting via Weighted Sum Rendering Qiqi Hou Randall Rauwendaal Zifeng Li Hoang Le Farzad Farhadzadeh Fatih Porikli Alexei Bourd Amir Said 3DGS 184 5 0 24 Oct 2024