AIを用いた3Dの研究(ICCV2019)
Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning
DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks
Occlusion-Aware Networks for 3D Human Pose Estimation in Video
Disentangling Monocular 3D Object Detection
Moulding Humans: Non-Parametric 3D Human Shape Estimation From Single Images
3DPeople: Modeling the Geometry of Dressed Humans
Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the Loop
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks
HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation
Pix2Vox: Context-Aware 3D Reconstruction From Single and Multi-View Images
3D-LaneNet: End-to-End 3D Multiple Lane Detection
3D-RelNet: Joint Object and Relational Network for 3D Prediction
DiscoNet: Shapes Learning on Disconnected Manifolds for 3D Editing
Enhancing 2D Representation via Adjacent Views for 3D Shape Retrieval
Few-Shot Generalization for Single-Image 3D Reconstruction via Priors
Unsupervised 3D Reconstruction Networks
Joint Monocular 3D Vehicle Detection and Tracking
PointAE: Point Auto-Encoder for 3D Statistical Shape and Texture Modelling
Multi-Garment Net: Learning to Dress 3D People From Images
Learning an Effective Equivariant 3D Descriptor Without Supervision
MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation
SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning
Predicting 3D Human Dynamics From Video
Structured Prediction Helps 3D Human Motion Modelling
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation
View N-Gram Network for 3D Object Retrieval
HoloGAN: Unsupervised Learning of 3D Representations From Natural Images
FrameNet: Learning Local Canonical Frames of 3D Surfaces From a Single RGB Image
Domain-Adaptive Single-View 3D Reconstruction
RIO: 3D Object Instance Re-Localization in Changing Indoor Environments
Learning to Reconstruct 3D Manhattan Wireframes From a Single Image
Soft Rasterizer: A Differentiable Renderer for Image-Based 3D Reasoning
xR-EgoPose: Egocentric 3D Human Pose From an HMD Camera
DeepHuman: 3D Human Reconstruction From a Single Image
Cascaded Context Pyramid for Full-Resolution 3D Semantic Scene Completion
Asynchronous Single-Photon 3D Imaging
Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense
Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition With CNNs
GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping
Free-Form Video Inpainting With 3D Gated Convolution and Temporal PatchGAN
Deep Hough Voting for 3D Object Detection in Point Clouds
M3D-RPN: Monocular 3D Region Proposal Network for Object Detection
Face Video Deblurring Using 3D Facial Priors
Learning Joint 2D-3D Representations for Depth Completion
Face De-Occlusion Using 3D Morphable Model and Generative Adversarial Network
Deep Optics for Monocular Depth Estimation and 3D Object Detection