Point Cloud Processing

DeepMapping: Unsupervised Map Estimation From Multiple Point Clouds CVPR 2019 Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image CVPR 2019 Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations NeurIPS 2019 Geometric Multi-Model Fitting by Deep Reinforcement Learning AAAI 2019 GFrames: Gradient-Based Local Reference Frame for 3D Shape Matching CVPR 2019 Graph Attention Convolution for Point Cloud Semantic Segmentation CVPR 2019 Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds NeurIPS 2019 Modeling Point Clouds With Self-Attention and Gumbel Subset Sampling CVPR 2019 Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds Using Convolutional Neural Networks CVPR 2019 Octree Guided CNN With Spherical Kernels for 3D Point Clouds CVPR 2019 PartNet: A Recursive Part Decomposition Network for Fine-Grained and Hierarchical Shape Segmentation CVPR 2019 PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval CVPR 2019 Point Cloud Oversegmentation With Graph-Structured Deep Metric Learning CVPR 2019 PointConv: Deep Convolutional Networks on 3D Point Clouds CVPR 2019 Point-Voxel CNN for Efficient 3D Deep Learning NeurIPS 2019 PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing CVPR 2019 RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion CVPR 2019 SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences CVPR 2019 Self-Supervised Deep Learning on Point Clouds by Reconstructing Space NeurIPS 2019 Surface Reconstruction based on Self-Merging Octree with Deep Learning ACML 2019 TopNet: Structural Point Cloud Decoder CVPR 2019 A Minimalist Approach to Type-Agnostic Detection of Quadrics in Point Clouds CVPR 2018 Deep Parametric Continuous Convolutional Neural Networks CVPR 2018 Hand PointNet: 3D Hand Pose Estimation Using Point Sets CVPR 2018 Hierarchical Recurrent Attention Networks for Structured Online Maps CVPR 2018