neural-network tensorflow point-cloud classification segmentation geometry-processing Updated Nov 30, 2023 Python libigl / libigl Star 4.7k Code Issues Pull requests Discussions Simple MPL-2.0-licensed C++
NG-RANSAC uses a neural network to predict a sampling probability for each data point (here: correspondence) which RANSAC uses for guided selection of minimal sets for computing model hypotheses. As in normal RANSAC, the inlier count determines the final model....
2.2. Parameter encoding with physics-informed DeepONet DeepONet was proposed to solve parametric PDEs by approximating a domain-specific operator M given by (3)M:{ki(x),gi(x)}→ui(x),x∈Ωwhere Ω is a given domain geometry. Specifically, DeepONet approximates M by a neural network mode...
Before scanning, the participants were informed about the protocol regarding any incidental findings on acquired brain images. No such deviations were found when scanning or analyzing the data. 2.2.1. Brain imaging and analysis Stimulus material. The material was developed based on the intuitive ...
Ethical and informed consent for data used: This article does not contain any studies with human participants performed by any of the authors. The data used in this study were obtained from publicly avail- able autonomous driving datasets (e.g., Nuscenes, DDAD). All data were anonymized to ...
ETH Zurich http://cvg.ethz.ch Overview Repositories47 Projects Packages People11 More PinnedLoading Hierarchical-LocalizationHierarchical-LocalizationPublic Visual localization made easy with hloc Python3.5k639 nice-slamnice-slamPublic [CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM ...
It offers a high level abstraction over the parameter and function spaces described by neural networks. As a simple example, a parameter space vectorPVectoractually contains weight matrices, bias vectors, or convolutions kernels of the whole neural network (a set of tensors). Using NNGeometry's...
EPINET: A Fully-Convolutional Neural Network using Epipolar Geometry for Depth from Light Field Images Changha Shin, Hae-Gon Jeon, Youngjin Yoon, In So Kweon and Seon Joo Kim IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2018 ...
The implementation of Geometry-aware Mesh Convolutional Network based on Semi-Supervised Classification with Graph Convolutional Networks [ICLR 2017]. Environment torch 1.7.0 torch-geometric 1.7.1 scipy 1.6.2 numpy 1.19.2 Usage from util.layer import MeshConv class MeshNet(nn.Module): def __init...
Run the code below to conduct the evaluation. python evaluation_NPT.py Acknowledgement Part of our code is based on 3D transfer: NPT, Transformer framework: (https://github.com/lucidrains/vit-pytorch) Many thanks! License MIT-2.0 LicenseAbout...