我们的方法证明是现有低秩模型的可调增强,证实了它在Vision Transformers (ViT)、Large Language Models (LLMs)、Neural Radiance Fields (NeRF)和3D形状建模中的成功应用。这表明了我们提出的技术具有广泛的潜力和效率。 2403.19314——Total-Decom: Decomposed 3D Scene Reconstruction with Minimal Interaction 从多视图...
1、安装环境 git clone https://github.com/luckhui0505/MP-NeRF.git cd MP-NeRF pip install -rr...
BareSkinNet: De‐makeup and De‐lighting via 3D Face Reconstruction Xingchao Yang, Takafumi Taketomi 2022 DiffusionRig: Learning Personalized Priors for Facial Appearance Editing Zheng Ding, X. Zhang, Zhihao Xia, Lars Jebe, Z. Tu, Xiuming Zhang ...
Our research demonstrates that publicly available RFs can be utilized through Nerfstudio library to create photorealistic urban scenes and extract arbitrary images based on the camera pose. These scenes can serve as simulations for AD or as DT repositories for static environments within the vehicular ...
A few examples of failed outdoor reconstruction using DyNeRF. Figure 7. Snapshots of novel view rendered videos on immersive video datasets [6]. flame appearance) are faithfully captured by our method. Furthermore, MVS and LLFF and NeuralVolume cannot model scenes as compact and continuous ...
通过采用「即时神经图形基元」，也就是NVIDIA Instant NeRF技术的核心，Neuralangelo由此可以捕捉更细微的细节。团队的方法依赖于2个关键要素：（1）用于计算高阶导数作为平滑操作的数值梯度；（2）在控制不同细节级别的哈希网格上进行由粗到细的优化。即使没有辅助深度，Neuralangelo也能有效地从多视图图像中恢复密集3D...
NeRF、GS、Mesh全都没用!牛津VGG & Meta重磅新作PartGen:从各种模态进行部件级3D重建和生成!#人工智能 #科技 #算法 #计算机 #AI NeRF、GS、Mesh全都没用!牛津VGG & Meta重磅新作PartGen:从各种模态进行部件级3D重建和生成!#人工智能 #科技 #算法 #计算机 #AI 14 5倍加速!全新开源Turbo-GS:让3D GS更快...
除了在AR/VR中的实际应用外,研究人员同时希望所述数据集能够成为通过隐式形状模型重建3D场景的方法的标准测试平台,如NeRFormer, Implicit Differentiable Renderer和NeRF等等。 Common Objects in 3D (CO3D)数据集已经托管至GitHub。另外,你可以参阅“Common Objects in 3D: Large-Scale Learning and Evaluation of Real...
与先前的方法相比,Lift3D具有几个优点:(1)与先前的3D GAN输出分辨率在训练后固定不同, Lift3D 可以推广到具有更高分辨率和真实输出的任何相机内参数。(2)通过将完全解耦的2D GAN提升到3D对象NeRF,Lift3D为生成的对象提供了显式的3D信息,从而为下游任务提供了准确的3D标注。
Gaussian Pancakes: Geometrically-Regularized 3D Gaussian Splatting for Realistic Endoscopic Reconstruction 来自 Springer 喜欢 0 阅读量: 10 作者:S Bonilla,S Zhang,D Psychogyios,D Stoyanov,F Vasconcelos,S Bano 摘要: Within colorectal cancer diagnostics, conventional colonoscopy techniques face critical ...