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Awesome Gaussian Splatting Awesome

A curated list of latest research papers, projects and resources related to Gaussian Splatting. Content is automatically updated daily.

Last Update: 2024-12-18 00:48:31

Categories

  • 3DGS Surveys (19 papers) - Survey papers and benchmarks about 3D Gaussian Splatting
  • Acceleration (336 papers) - Papers about speeding up rendering or training
  • Applications (1137 papers) - Papers about specific applications
  • Avatar Generation (382 papers) - Papers about human avatar generation
  • Dynamic Scene (414 papers) - Papers about dynamic scene reconstruction and rendering
  • Few-shot (79 papers) - Papers about few-shot or sparse view reconstruction
  • Geometry Reconstruction (383 papers) - Papers about 3D geometry reconstruction
  • Large Scene (61 papers) - Papers about large-scale scene reconstruction
  • Model Compression (417 papers) - Papers about model compression and optimization
  • Quality Enhancement (194 papers) - Papers focusing on improving rendering quality
  • Ray Tracing (26 papers) - Papers about ray tracing and ray casting in Gaussian Splatting
  • Relighting (126 papers) - Papers about relighting and illumination effects in Gaussian Splatting
  • SLAM (165 papers) - Papers about SLAM using Gaussian Splatting
  • Scene Understanding (196 papers) - Papers about scene understanding and semantic analysis

Table of Contents

Categorized Papers

3DGS Surveys

  • Adversarial Attacks Using Differentiable Rendering: A Survey
    Authors: Matthew Hull, Chao Zhang, Zsolt Kira, Duen Horng Chau
    Links: PDF
    Keywords: 3d gaussian, survey, gaussian splatting, ar, illumination, recognition
  • Neural Fields in Robotics: A Survey
    Authors: Muhammad Zubair Irshad, Mauro Comi, Yen-Chen Lin, Nick Heppert, Abhinav Valada, Rares Ambrus, Zsolt Kira, Jonathan Tremblay
    Links: PDF | Project
    Keywords: geometry, survey, compact, gaussian splatting, ar, semantic, autonomous driving, lighting, high-fidelity, nerf, robotics, dynamic, 3d reconstruction
  • 3D Gaussian Splatting in Robotics: A Survey
    Authors: Siting Zhu, Guangming Wang, Dezhi Kong, Hesheng Wang
    Links: PDF
    Keywords: 3d gaussian, survey, gaussian splatting, ar, real-time rendering, nerf, robotics, understanding
  • 3D Representation Methods: A Survey
    Authors: Zhengren Wang
    Links: PDF
    Keywords: 3d gaussian, survey, gaussian splatting, ar, lighting, high-fidelity, nerf
  • Learning-based Multi-View Stereo: A Survey
    Authors: Fangjinhua Wang, Qingtian Zhu, Di Chang, Quankai Gao, Junlin Han, Tong Zhang, Richard Hartley, Marc Pollefeys
    Links: PDF
    Keywords: 3d gaussian, survey, gaussian splatting, ar, vr, autonomous driving, nerf, robotics, 3d reconstruction
  • DESI Peculiar Velocity Survey -- Fundamental Plane
    Authors: Khaled Said, Cullan Howlett, Tamara Davis, John Lucey, Christoph Saulder, Kelly Douglass, Alex G. Kim, Anthony Kremin, Caitlin Ross, Greg Aldering, Jessica Nicole Aguilar, Steven Ahlen, Segev BenZvi, Davide Bianchi, David Brooks, Todd Claybaugh, Kyle Dawson, Axel de la Macorra, Biprateep Dey, Peter Doel, Kevin Fanning, Simone Ferraro, Andreu Font-Ribera, Jaime E. Forero-Romero, Enrique Gaztañaga, Satya Gontcho A Gontcho, Julien Guy, Klaus Honscheid, Robert Kehoe, Theodore Kisner, Andrew Lambert, Martin Landriau, Laurent Le Guillou, Marc Manera, Aaron Meisner, Ramon Miquel, John Moustakas, Andrea Muñoz-Gutiérrez, Adam Myers, Jundan Nie, Nathalie Palanque-Delabrouille, Will Percival, Francisco Prada, Graziano Rossi, Eusebio Sanchez, David Schlegel, Michael Schubnell, Joseph Harry Silber, David Sprayberry, Gregory Tarlé, Mariana Vargas Magana, Benjamin Alan Weaver, Risa Wechsler, Zhimin Zhou, Hu Zou
    Links: PDF
    Keywords: 3d gaussian, survey, ar
  • 3D Gaussian Splatting: Survey, Technologies, Challenges, and Opportunities
    Authors: Yanqi Bao, Tianyu Ding, Jing Huo, Yaoli Liu, Yuxin Li, Wenbin Li, Yang Gao, Jiebo Luo
    Links: PDF
    Keywords: 3d gaussian, survey, gaussian splatting, ar, real-time rendering, efficient, understanding
  • Survey on Fundamental Deep Learning 3D Reconstruction Techniques
    Authors: Yonge Bai, LikHang Wong, TszYin Twan
    Links: PDF
    Keywords: 3d gaussian, survey, gaussian splatting, ar, lighting, nerf, 3d reconstruction
  • Panopticon: a telescope for our times
    Authors: Will Saunders, Timothy Chin, Michael Goodwin
    Links: PDF
    Keywords: survey, ar
  • 3DGS.zip: A survey on 3D Gaussian Splatting Compression Methods
    Authors: Milena T. Bagdasarian, Paul Knoll, Yi-Hsin Li, Florian Barthel, Anna Hilsmann, Peter Eisert, Wieland Morgenstern
    Links: PDF | Project
    Keywords: 3d gaussian, compact, survey, gaussian splatting, ar, compression, head, efficient

Acceleration

Showing the latest 50 out of 336 papers

Applications

Showing the latest 50 out of 1137 papers

Avatar Generation

Showing the latest 50 out of 382 papers

Dynamic Scene

Showing the latest 50 out of 414 papers

Few-shot

Showing the latest 50 out of 79 papers

Geometry Reconstruction

Showing the latest 50 out of 383 papers

Large Scene

Showing the latest 50 out of 61 papers

Model Compression

Showing the latest 50 out of 417 papers

Quality Enhancement

Showing the latest 50 out of 194 papers

Ray Tracing

Relighting

Showing the latest 50 out of 126 papers

SLAM

Showing the latest 50 out of 165 papers

Scene Understanding

Showing the latest 50 out of 196 papers

Classic Papers

Open Source Projects

Applications

Tutorials & Blogs

Contribution Guidelines

Feel free to submit Pull Requests to improve this list! Please follow these formats:

  • Paper entry format: **[Paper Title](link)** - Brief description
  • Project entry format: [Project Name](link) - Project description

License

CC0