AIを用いた3Dの研究(ECCV2020)
DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares
Self6D: Self-Supervised Monocular 6D Object Pose Estimation
VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment
House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation
DeepSFM: Structure From Motion Via Deep Bundle Adjustment
ReferIt3D: Neural Listeners for Fine-Grained 3D Object Identification in Real-World Scenes
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset
Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images
Appearance-Preserving 3D Convolution for Video-based Person Re-identification
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction
CoReNet: Coherent 3D Scene Reconstruction from a Single RGB Image
SIZER: A Dataset and Model for Parsing 3D Clothing and Learning Size Sensitive 3D Clothing
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation
RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis
Image-to-Voxel Model Translation for 3D Scene Reconstruction and Segmentation
Atlas: End-to-End 3D Scene Reconstruction from Posed Images
Deformation-Aware 3D Model Embedding and Retrieval
Beyond Controlled Environments: 3D Camera Re-Localization in Changing Indoor Scenes
AtlantaNet: Inferring the 3D Indoor Layout from a Single 360(∘) Image beyond the Manhattan World Assumption
Monocular 3D Object Detection via Feature Domain Adaptation
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning
Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling
Modeling 3D Shapes by Reinforcement Learning
Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop
General 3D Room Layout from a Single View by Render-and-Compare
Joint 3D Layout and Depth Prediction from a Single Indoor Panorama Image
Hidden Footprints: Learning Contextual Walkability from 3D Human Trails
RubiksNet: Learnable 3D-Shift for Efficient Video Action Recognition
CLOTH3D: Clothed 3D Humans
NormalGAN: Learning Detailed 3D Human from a Single RGB-D Image
Rotation-robust Intersection over Union for 3D Object Detection
3D Scene Reconstruction from a Single Viewport
Eyeglasses 3D shape reconstruction from a single face image
Gen-LaneNet: a generalized and scalable approach for 3D lane detection
BCNet: Learning Body and Cloth Shape from A Single Image