End-to-End Rate-Distortion Optimized 3D Gaussian Representation

9 April 2024

Henan Wang

Hanxin Zhu

Tianyu He

Jiang Bian

Papers citing "End-to-End Rate-Distortion Optimized 3D Gaussian Representation"

24 / 24 papers shown

Title
GoDe: Gaussians on Demand for Progressive Level of Detail and Scalable Compression Francesco Di Sario Riccardo Renzulli Marco Grangetto Akihiro Sugimoto Enzo Tartaglione 3DGS 111 3 0 23 Jan 2025
MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks Yifei Liu Zhihang Zhong Yifan Zhan Sheng Xu Xiao Sun 3DGS 126 3 0 29 Dec 2024
GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting Yangming Zhang Wenqi Jia Wei Niu Miao Yin 3DGS 149 3 0 09 Nov 2024
Fast Feedforward 3D Gaussian Splatting Compression Yihang Chen Qianyi Wu Mengyao Li Weiyao Lin Mehrtash Harandi Jianfei Cai 3DGS 97 8 0 10 Oct 2024
CaRtGS: Computational Alignment for Real-Time Gaussian Splatting SLAM Dapeng Feng Zhiqiang Chen Yizhen Yin Shipeng Zhong Yuhua Qi Hongbo Chen 3DGS 202 1 0 01 Oct 2024
3DGS.zip: A survey on 3D Gaussian Splatting Compression Methods Milena T. Bagdasarian Paul Knoll Florian Barthel Anna Hilsmann Peter Eisert W. Morgenstern Wieland Morgenstern 3DGS 106 21 0 17 Jun 2024
Compact 3D Scene Representation via Self-Organizing Gaussian Grids W. Morgenstern Florian Barthel Anna Hilsmann Peter Eisert 3DGS 91 81 0 19 Dec 2023
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS Zhiwen Fan Kevin Wang Kairun Wen Zehao Zhu Dejia Xu Zhangyang Wang 3DGS 112 220 0 28 Nov 2023
HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting Xian Liu Xiaohang Zhan Jiaxiang Tang Ying Shan Gang Zeng Dahua Lin Xihui Liu Ziwei Liu 3DGS 113 77 0 28 Nov 2023
MERF: Memory-Efficient Radiance Fields for Real-time View Synthesis in Unbounded Scenes Christian Reiser Richard Szeliski Dor Verbin Pratul P. Srinivasan B. Mildenhall Andreas Geiger Jonathan T. Barron Peter Hedman 122 235 0 23 Feb 2023
Variable Bitrate Neural Fields Towaki Takikawa Alex Evans Jonathan Tremblay Thomas Müller M. McGuire Alec Jacobson Sanja Fidler 77 132 0 15 Jun 2022
TensoRF: Tensorial Radiance Fields Anpei Chen Zexiang Xu Andreas Geiger Jingyi Yu Hao Su 114 1,314 0 17 Mar 2022
Fourier PlenOctrees for Dynamic Radiance Field Rendering in Real-time Liao Wang Jiakai Zhang Xinhang Liu Fuqiang Zhao Yanshun Zhang Yingliang Zhang Minye Wu Lan Xu Jingyi Yu 90 168 0 17 Feb 2022
Point-NeRF: Point-based Neural Radiance Fields Qiangeng Xu Zexiang Xu Julien Philip Sai Bi Zhixin Shu Kalyan Sunkavalli Ulrich Neumann 3DPC 120 583 0 21 Jan 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 341 4,054 0 16 Jan 2022
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 280 1,664 0 09 Dec 2021
Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields Dor Verbin Peter Hedman B. Mildenhall Todd E. Zickler Jonathan T. Barron Pratul P. Srinivasan 99 601 0 07 Dec 2021
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields Jonathan T. Barron B. Mildenhall Dor Verbin Pratul P. Srinivasan Peter Hedman 212 1,696 0 23 Nov 2021
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 130 1,079 0 22 Nov 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 71 235 0 07 Jun 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 93 1,077 0 25 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 123 1,986 0 24 Mar 2021
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 130 246 0 18 Jul 2016
Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation Yoshua Bengio Nicholas Léonard Aaron Courville 398 3,157 0 15 Aug 2013