CityGaussian: Real-time High-quality Large-Scale Scene Rendering with Gaussians CityGaussian：基于高斯分布的实时高质量大规模场景渲染 论文链接 https://volctracer.com/w/M6FaLpwh 论文作者 Yang Liu，He Guan，Chuanchen Luo，Lue Fan，Junran Peng，Zhaoxiang Zhang 内容简介 本文介绍了CityGaussian（CityGS）...
Geometry-Aware 3D Gaussian Representation for Real-Time Rendering of Large-Scale Scenes - SCUT-BIP-Lab/Geo_gs
RAD: Training an End-to-End Driving Policy via Large-Scale 3DGS-basedReinforcement LearningHao Gao 1,⋄ Shaoyu Chen 1,2,† Bo Jiang 1,⋄ Bencheng Liao 1,⋄ Yiang Shi 1,⋄ Xiaoyang Guo 2Yuechuan Pu 2 Haoran Yin 2 Xiangyu Li 2 Xinbang Zhang 2 Ying Zhang 2Wenyu Liu 1 Qian ...
3.LARGE-SCALE3DGENERATIVEMODEL(还在看预计9/8日前更新完第3、4节,应该能解决不少上面的疑问) 更新中,这篇解读既是为了学习新方法,也为了之后工作面试做准备,原文翻译用的是GPT4o,中间我有疑问的地方和思考的以引用的形式写在每段下方,欢迎交流讨论。 原文阅读: 0. 引言部分 在数字创作领域,我们将复杂的3D世...
However, effectively training large-scale 3DGS and rendering it in real-time across various scales remains challenging. This paper introduces CityGaussian (CityGS), which employs a novel divide-and-conquer training approach and Level-of-Detail (LoD) strategy for efficient large-scale 3DGS training...
This work introduces FlashGS, an open-source CUDA Python library, designed to facilitate the efficient differentiable rasterization of 3D Gaussian Splatting through algorithmic and kernel-level optimizations. FlashGS is developed based on the observations from a comprehensive analysis of the rendering proc...
2DGS-style mesh extraction & Large-scale scene geometric performance evaluation Trajectory aligned rendering & mesh video generation with floater removement Features of Gaussian Lightning, including web viewer, MipSplatting, AbsGS, StopThePop, etc.Table...
总的来说,FPS、IDIS和GS在计算上过于昂贵,无法应用于大规模的点云。CRS方法占用过多的内存,而PGS很难学习。相比之下,随机抽样有以下两个优点:1)它具有显著的计算效率,因为它与输入点的总数无关,2)它不需要额外的内存来进行计算。因此,有把握地得出结论,与所有现有的替代方案相比,随机采样是迄今为止处理大规模...
As the scale of single-cell genomics experiments grows into the millions, the computational requirements to process this data are beyond the reach of many. Herein we present Scarf, a modularly designed Python package that seamlessly interoperates with ot
3D Dynamic Focus Large-Scale Jeans Laser Marking Machine Product Features According to the demand of domestic and international markets, Golrystar R&D team well designs and develops this model for various industries. It adopts original imported RF laser generator from USA and ...