anaconda prompt或anaconda prompt在进入3dgs的虚拟环境终端里 gaussian-splatting目录下输入 python train.py -s data -m data/output 训练时间要看电脑的配置 进入虚拟环境(conda activate 3dgs)非常重要,否则可能缺少pytorch 5.查看结果 终端里gaussian-splatting目录
2024 3D Gaussian as a New Vision Era: A Survey 3DGS🔥🔥🔥 arXiv 2024 2024 Advances in 3D Generation: A Survey arXiv 2024 2024 A Survey on 3D Gaussian Splatting 3DGS🔥🔥🔥on going arXiv 2024 2024 Neural Radiance Fields: Past, Present, and Future NeRF🔥🔥🔥 Amazing 413 ...
Learn to Optimize Denoising Scores for 3D Generation: A Unified and Improved Diffusion Prior on NeRF and 3D Gaussian Splatting (8 Dec 2023)Xiaofeng Yang, Yiwen Chen, Cheng Chen, et al. Xiaofeng Yang, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, Xulei Yang, Fayao Liu, Guosheng Lin Dream...
To overcome issues with large, slow-to-train dynamic representations, Gaussian Splatting alternatives such as 4DGS (Wu et al. 2024) are preferable. These use the same K-Plane decomposition but apply it to predict both the visual and positional properties of Gaussian blobs, rather than only ...
Another current trend is Gaussian splatting [143] which offers an innovative approach to 3D scene rendering and reconstruction. A smooth, continuous surface is produced by treating each point in the cloud as a multidimensional Gaussian entity and merging these points. This potentially address ...
On the first row we illustrated from left to right: the ground truth, the subsampled pattern and the Gaussian pattern concentrating more around points close to the ego-vehicle. On the second row we illus- trate from left to right, the drivable area pattern, the front camera pattern and...
Subsequently, a deep learning-based reconstruction method, i.e., 3D Gaussian splatting (3D-GS), is utilized to construct 3D digitized traffic accident scenes from UAV-based image datasets collected in the traffic simulation environment. While visual rendering by 3D-GS struggles under adverse ...
2024 arXiv 3DGS ImplicitDeepfake: Plausible Face-Swapping through Implicit Deepfake Generation using NeRF and Gaussian Splatting Code 2024 arXiv GANs LatentSwap: An Efficient Latent Code Mapping Framework for Face Swapping Code 2024 arXiv VAEs SelfSwapper: Self-Supervised Face Swapping via Shape Agno...
"GS-EVT: Cross-Modal Event Camera Tracking based on Gaussian Splatting." ArXiv (2024). [paper] DS-MESA: Pengcheng Shao, Tianyang Xu, Xuefeng Zhu, Xiaojun Wu, Josef Kittler. "Dynamic Subframe Splitting and Spatio-Temporal Motion Entangled Sparse Attention for RGB-E Tracking." ArXiv (2024)...
"A Survey on Deep Stereo Matching in the Twenties", Tosi et al., IJCV 2025 "On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey", Poggi et al., TPAMI 2021 "On the confidence of stereo matching in a deep-learning era: a quantitative ...