The dataset provided inHyperNeRFis used. You can download scenes fromHypernerf Datasetand organize them asNerfies. Change the relative base path in the configs in the code to match your data structure. ├── data │ ├── nerf_synthetic │ │ │──trex │ ├│ ├── real ...
Dataset The dataset uses the same format as Nerfies. For synthetic scenes generated using Kubric, we also provide the worker script , named script.py under each folder. Running on own dataset Because our code is fully compatiable with HyperNeRF dataset, thanks to them, you can simply use th...
DN-SLAM: A Visual SLAM with ORB Features and NeRF Mapping in Dynamic Environments. IEEE Sens. J. 2024, 24, 5279–5287. [Google Scholar] [CrossRef] Bonaldi, L.; Menti, E.; Ballerini, L.; Ruggeri, A.; Trucco, E. Automatic Generation of Synthetic Retinal Fundus Images: Vascular Network...
在镜面物体数据集上,我们的方法在PSNR指标上超越三维高斯1.57dB;与重建反射表面方法Ref-NeRF的长达23小时训练时长相比,我们仅需0.58小时。 Paper链接 https://arxiv.org/abs/2311.17977 Code链接: https://github.com/Asparagus15/GaussianShader HUNTER: Unsuperv...
GL-NeRF: Gauss-Laguerre Quadrature for Volume Rendering Synthesizing Image with High-Quality Segmentation Mask by Prompting Large Vision Model Robust Disaster Assessment from Aerial Imagery Using Text-to-Image Synthetic Data Posterior Distillation S...
RPN head designs and loss functions. All of them can be trained in an end-to-end manner to estimate high quality 3D bounding boxes. To facilitate future research in object detection for NeRF, we built a new benchmark dataset which consists of both synthetic and real-world data with careful...
🌻dataset🏠project📺video斯坦福大学 AutoInt: Automatic Integration for Fast Neural Volume Rendering😮oral🏠project📺video斯坦福大学 pixelNeRF: Neural Radiance Fields from One or Few Images⭐code🏠project📺video IBRNet: Learning Multi-View Image-Based Rendering🏠project备注:有学者评论pixel...
"SweepMM: A High-Quality Multimodal Dataset for Sweeping Robots in Home Scenarios for Vision-Language Model." ICASSP (2024). [paper] [2024.04] 3DSAM:Shangjie Wang; Yan Zhang. "3DSAM: Segment Anything in NeRF." ICASSP (2024). [paper] [2024.04] ...
DN-SLAM: A Visual SLAM with ORB Features and NeRF Mapping in Dynamic Environments. IEEE Sens. J. 2024, 24, 5279–5287. [Google Scholar] [CrossRef] Bonaldi, L.; Menti, E.; Ballerini, L.; Ruggeri, A.; Trucco, E. Automatic Generation of Synthetic Retinal Fundus Images: Vascular Network...
现有基于NeRF的方法在生成新视角X射线投影时,训练时间长且推理速度慢。本文提出了一种名为X-Gaussian的3D高斯分布框架,用于X射线新视角合成。我们设计了一个排除视角方向影响的辐射高斯点云模型,并开发了CUDA实现的可微分辐射光栅化(DRR)。此外,提出了角度-姿...