3D Vision

Scan2CAD: Learning CAD Model Alignment in RGB-D Scans CVPR 2019 Scan2Mesh: From Unstructured Range Scans to 3D Meshes CVPR 2019 SceneCode: Monocular Dense Semantic Reconstruction Using Learned Encoded Scene Representations CVPR 2019 Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations NeurIPS 2019 SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences CVPR 2019 Self-Calibrating Deep Photometric Stereo Networks CVPR 2019 Self-Supervised 3D Hand Pose Estimation Through Training by Fitting CVPR 2019 Self-Supervised Deep Learning on Point Clouds by Reconstructing Space NeurIPS 2019 Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry CVPR 2019 Semantic Stereo Matching With Pyramid Cost Volumes ICCV 2019 Semi-Supervised Monocular 3D Face Reconstruction With End-to-End Shape-Preserved Domain Transfer ICCV 2019 Semi-supervised Three-dimensional Reconstruction Framework with GAN IJCAI 2019 Shape2Motion: Joint Analysis of Motion Parts and Attributes From 3D Shapes CVPR 2019 Shape Unicode: A Unified Shape Representation CVPR 2019 ShellNet: Efficient Point Cloud Convolutional Neural Networks Using Concentric Shells Statistics ICCV 2019 SiCloPe: Silhouette-Based Clothed People CVPR 2019 SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception CVPR 2019 Sim2real transfer learning for 3D human pose estimation: motion to the rescue NeurIPS 2019 SimulCap : Single-View Human Performance Capture With Cloth Simulation CVPR 2019 Simultaneous Multi-View Instance Detection With Learned Geometric Soft-Constraints ICCV 2019 Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding CVPR 2019 Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds ICCV 2019 Soft Rasterizer: A Differentiable Renderer for Image-Based 3D Reasoning ICCV 2019 SpherePHD: Applying CNNs on a Spherical PolyHeDron Representation of 360deg Images CVPR 2019 Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition CVPR 2019