3D Vision

DRPose3D: Depth Ranking in 3D Human Pose Estimation IJCAI 2018 Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks ICML 2018 Dynamic Hypergraph Structure Learning IJCAI 2018 Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling CVPR 2018 Efficient Surfel-Based SLAM using 3D Laser Range Data in Urban Environments RSS 2018 Egocentric Basketball Motion Planning From a Single First-Person Image CVPR 2018 End-to-End Learning of Keypoint Detector and Descriptor for Pose Invariant 3D Matching CVPR 2018 End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching ACML 2018 End-to-End Recovery of Human Shape and Pose CVPR 2018 EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images CVPR 2018 Estimation of Camera Locations in Highly Corrupted Scenarios: All About That Base, No Shape Trouble CVPR 2018 Extreme 3D Face Reconstruction: Seeing Through Occlusions CVPR 2018 Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene CVPR 2018 Fast 3D Modeling with Approximated Convolutional Kernels CoRL 2018 Fast Monte-Carlo Localization on Aerial Vehicles Using Approximate Continuous Belief Representations CVPR 2018 FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis CVPR 2018 Feature Learning for Scene Flow Estimation from LIDAR CoRL 2018 Feature Mapping for Learning Fast and Accurate 3D Pose Inference From Synthetic Images CVPR 2018 Fight Ill-Posedness With Ill-Posedness: Single-Shot Variational Depth Super-Resolution From Shading CVPR 2018 Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras CVPR 2018 FlashFusion: Real-time Globally Consistent Dense 3D Reconstruction using CPU Computing RSS 2018 Flexible neural representation for physics prediction NeurIPS 2018 Frustum PointNets for 3D Object Detection From RGB-D Data CVPR 2018 Full-Frame Scene Coordinate Regression for Image-Based Localization RSS 2018 GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB CVPR 2018