Merge pull request #326 from paulmelis/main

Added Sun et al. (NVIDIA)  "Sparse Voxels Rasterization: Real-time Hi…

awesome_3dgs_papers.yaml

@@ -3172,6 +3172,37 @@
   thumbnail: assets/thumbnails/fan2024momentumgs.jpg
   publication_date: '2024-12-06T09:31:12+00:00'
   date_source: arxiv
+- id: sun2024sparse
+  title: 'Sparse Voxels Rasterization: Real-time High-fidelity Radiance Field Rendering'
+  authors: Cheng Sun, Jaesung Choe, Charles Loop, Wei-Chiu Ma, Yu-Chiang Frank Wang
+  year: '2024'
+  abstract: 'We propose an efficient radiance field rendering algorithm that incorporates
+    a rasterization process on sparse voxels without neural networks or 3D Gaussians.
+    There are two key contributions coupled with the proposed system. The first is
+    to render sparse voxels in the correct depth order along pixel rays by using dynamic
+    Morton ordering. This avoids the well-known popping artifact found in Gaussian
+    splatting. Second, we adaptively fit sparse voxels to different levels of detail
+    within scenes, faithfully reproducing scene details while achieving high rendering
+    frame rates. Our method improves the previous neural-free voxel grid representation
+    by over 4db PSNR and more than 10x rendering FPS speedup, achieving state-of-the-art
+    comparable novel-view synthesis results. Additionally, our neural-free sparse
+    voxels are seamlessly compatible with grid-based 3D processing algorithms. We
+    achieve promising mesh reconstruction accuracy by integrating TSDF-Fusion and
+    Marching Cubes into our sparse grid system.
+
+    '
+  project_page: https://svraster.github.io/
+  paper: https://arxiv.org/pdf/2412.04459.pdf
+  code: https://github.com/NVlabs/svraster
+  video: null
+  tags:
+  - Code
+  - Project
+  - Rendering
+  - Sparse
+  thumbnail: assets/thumbnails/sun2024sparse.jpg
+  publication_date: '2024-12-05T18:59:11+00:00'
+  date_source: arxiv
 - id: liang2024feedforward
   title: Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular
     Videos