DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing

M Turkulainen, X Ren, I Melekhov, O Seiskari… - arXiv preprint arXiv …, 2024 - arxiv.org
3D Gaussian splatting, a novel differentiable rendering technique, has achieved state-of-the-
art novel view synthesis results with high rendering speeds and relatively low training times …

[HTML][HTML] Large-Scale Indoor Visual–Geometric Multimodal Dataset and Benchmark for Novel View Synthesis

J Cao, X Zhao, S Schwertfeger - Sensors, 2024 - mdpi.com
The accurate reconstruction of indoor environments is crucial for applications in augmented
reality, virtual reality, and robotics. However, existing indoor datasets are often limited in …

GeoBench: Benchmarking and Analyzing Monocular Geometry Estimation Models

Y Ge, G Xu, Z Zhao, L Sun, Z Huang, Y Sun… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advances in discriminative and generative pretraining have yielded geometry
estimation models with strong generalization capabilities. While discriminative monocular …

[PDF][PDF] NOVEL VIEW SYNTHESIS OF 3D SCENE WITH TRANSPARENT AND REFLECTIVE SURFACE

MN Nguyen - development, 2024 - trepo.tuni.fi
The development of technologies in the metaverse has never been more significant and
exciting than in the past couple of years. Applications in VR/AR or creative works have been …

3D Gaussian splatting theory and variance rendering extension

V Taka - 2024 - aaltodoc.aalto.fi
Radiance field methods are a recent approach for novel-view synthesis. Radiance field
methods reconstruct a representation of a scene from a set of images that capture the scene …