mlsanityData to 7 Oct 2026

3D-HGS: 3D Half-Gaussian Splatting

arXiv 2406.02720 ↗First posted 4 Jun 2024cs.CV cs.GRcited by 43

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Abstract (arXiv)

Photo-realistic image rendering from 3D scene reconstruction has advanced significantly with neural rendering techniques. Among these, 3D Gaussian Splatting (3D-GS) outperforms Neural Radiance Fields (NeRFs) in quality and speed but struggles with shape and color discontinuities. We propose 3D Half-Gaussian (3D-HGS) kernels as a plug-and-play solution to address these limitations. Our experiments show that 3D-HGS enhances existing 3D-GS methods, achieving state-of-the-art rendering quality without compromising speed.

Key facts. Cited by 43 papers in the map (data through 7 Oct 2026). Builds on 20 of its 34 references that are in the map. First posted on arXiv 4 Jun 2024.

Builds on

20 of 34 references.

References · 20

  1. 2018The Unreasonable Effectiveness of Deep Features as a Perceptual Metriccited by 11,029
  2. 20233D Gaussian Splatting for Real-Time Radiance Field Renderingcited by 6,141
  3. 2021Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fieldscited by 1,957
  4. 2020NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collectionscited by 1,230
  5. 20242D Gaussian Splatting for Geometrically Accurate Radiance Fieldscited by 1,061
  6. 2023Scaffold-GS: Structured 3D Gaussians for View-Adaptive Renderingcited by 684
  7. 2023Mip-Splatting: Alias-free 3D Gaussian Splattingcited by 661
  8. 2024Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Surveycited by 641
  9. 2021Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughscited by 396
  10. 2024A Survey on 3D Gaussian Splattingcited by 221
  11. 2024VastGaussian: Vast 3D Gaussians for Large Scene Reconstructioncited by 209
  12. 2023DreamGaussian4D: Generative 4D Gaussian Splattingcited by 191
8 more
  1. 2022NeRF: Neural Radiance Field in 3D Vision: A Comprehensive Review (Updated Post-Gaussian Splatting)cited by 156
  2. 2024Recent Advances in 3D Gaussian Splattingcited by 130
  3. 2024FreGS: 3D Gaussian Splatting with Progressive Frequency Regularizationcited by 103
  4. 2024GES: Generalized Exponential Splatting for Efficient Radiance Field Renderingcited by 92
  5. 2024Analytic-Splatting: Anti-Aliased 3D Gaussian Splatting via Analytic Integrationcited by 66
  6. 2024SA-GS: Scale-Adaptive Gaussian Splatting for Training-Free Anti-Aliasingcited by 40
  7. 2024Gaussian Splatting: 3D Reconstruction and Novel View Synthesis, a Reviewcited by 40
  8. 2024SAGS: Structure-Aware 3D Gaussian Splattingcited by 21

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 6; 2025: 23; 2026: 14.

43 papers.

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  1. 2025Deformable Beta Splattingcited by 38
  2. 2025Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian Splattingcited by 35
  3. 2024Quadratic Gaussian Splatting: High Quality Surface Reconstruction with Second-order Geometric Primitivescited by 20
  4. 2024MVGS: Multi-view Regulated Gaussian Splatting for Novel View Synthesiscited by 19
  5. 2024Deformable Radial Kernel Splattingcited by 17
  6. 20246DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Renderingcited by 14
  7. 20253D Student Splatting and Scoopingcited by 14
  8. 2024SVGS: Enhancing Gaussian Splatting Using Primitives with Spatially Varying Colorscited by 13
  9. 2025Frequency-Aware Density Control via Reparameterization for High-Quality Rendering of 3D Gaussian Splattingcited by 8
  10. 2024RGM: Reconstructing High-fidelity 3D Car Assets with Relightable 3D-GS Generative Model from a Single Imagecited by 7
  11. 2025Gradient-Direction-Aware Density Control for 3D Gaussian Splattingcited by 7
  12. 2025Splat the Net: Radiance Fields with Splattable Neural Primitivescited by 7
31 more
  1. 2025Radiance Meshes for Volumetric Reconstructioncited by 6
  2. 2025DARB-Splatting: Generalizing Splatting with Decaying Anisotropic Radial Basis Functionscited by 4
  3. 2025CompGS++: Compressed Gaussian Splatting for Static and Dynamic Scene Representationcited by 4
  4. 2025Duplex-GS: Proxy-Guided Weighted Blending for Real-Time Order-Independent Gaussian Splattingcited by 4
  5. 2025Universal Beta Splattingcited by 3
  6. 2025PSRGS:Progressive Spectral Residual of 3D Gaussian for High-Frequency Recoverycited by 2
  7. 2025Text-to-3D Generation using Jensen-Shannon Score Distillationcited by 2
  8. 2025Radiant Triangle Soup with Soft Connectivity Forces for 3D Reconstruction and Novel View Synthesiscited by 2
  9. 2025Opt3DGS: Optimizing 3D Gaussian Splatting with Adaptive Exploration and Curvature-Aware Exploitationcited by 2
  10. 2025Alias-free 4D Gaussian Splattingcited by 2
  11. 2025SUCCESS-GS: Survey of Compactness and Compression for Efficient Static and Dynamic Gaussian Splattingcited by 2
  12. 2025AgriChrono: A Multi-modal Dataset Capturing Crop Growth and Lighting Variability with a Field Robotcited by 1
  13. 2025FACT-GS: Frequency-Aligned Complexity-Aware Texture Reparameterization for 2D Gaussian Splattingcited by 1
  14. 2026Fourier Splatting: Generalized Fourier encoded primitives for scalable radiance fieldscited by 1
  15. 2026Neural Gabor Splatting: Enhanced Gaussian Splatting with Neural Gabor for High-frequency Surface Reconstructioncited by 1
  16. 2026Z-Order Transformer for Feed-Forward Gaussian Splattingcited by 1
  17. 20263D Skew Gaussian Splatting with Any Camera Trajectory Visualization Enginecited by 1
  18. 2026REFINE: Super-efficient 3D Gaussian Splatting Pruning via Rendering-Free Primitive Importancecited by 1
  19. 2026GO-PRE: Goal-Oriented Next-Best-View Selection via Predictive Rendering Entropy for Active 3D Reconstructioncited by 1
  20. 2025ColorGS: High-fidelity Surgical Scene Reconstruction with Colored Gaussian Splattingcited by 0
  21. 2025Gaussian Blending: Rethinking Alpha Blending in 3D Gaussian Splattingcited by 0
  22. 2025Towards High-Fidelity Gaussian Splatting with Queried-Convolution Neural Networkscited by 0
  23. 2025SAC-NeRF: Adaptive Ray Sampling for Neural Radiance Fields via Soft Actor-Critic Reinforcement Learningcited by 0
  24. 2026From ex(p) to poly: Gaussian Splatting with Polynomial Kernelscited by 0
  25. 2026Visual-RRT: Finding Paths toward Visual-Goals via Differentiable Renderingcited by 0
  26. 2026Softmax-GS: Generalized Gaussians Learning When to Blend or Boundcited by 0
  27. 2026Denoising-GS: Gaussian Splatting with Spatial-aware Denoisingcited by 0
  28. 20263D Skew-Normal Splattingcited by 0
  29. 2026GADA: Geometry-Aware Deformable Aggregation for Image-Based Gaussian Splattingcited by 0
  30. 2026XClipGS: Exact Half-Space Clipping for Medical Volume Gaussian Splattingcited by 0
  31. 2026TV-SGS: Gaussian Splatting with Geometric Information Propagation via Tensor Voting under sparse viewscited by 0