- Guided Optimisation through Classification and Regression for Hand Pose Estimation
- SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation
- Multi-view Harmonized Bilinear Network for 3D Object Recognition
- End-to-End 3D Hand Pose Estimation from Stereo Cameras
- Explicit Knowledge Distillation for 3D Hand Pose Estimation from Monocular RGB
- TAGAN: Tonality-Alignment Generative Adversarial Networks for Realistic Hand Pose Synthesis
- PMD-Net: Privileged Modality Distillation Network for 3D Hand Pose Estimation from a Single RGB Image
- Hand Pose Learning: Combining Deep Learning and Hierarchical Refinement for 3D Hand Pose Estimation
- Single Image 3D Hand Reconstruction with Mesh Convolutions
- First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations
- Adaptive Graphical Model Network for 2D Handpose Estimation
- SRN: Stacked Regression Network for Real-time 3D Hand Pose Estimation
- Unified 2D and 3D Hand Pose Estimation from a Single Visible or X-ray Image
- Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties
- Hand Pose Estimation through Semi-Supervised and Weakly-Supervised Learning
- Lie-X : Depth Image Based Articulated Object Pose Estimation, Tracking, and Action Recognition on Lie Groups
- Learning to Search on Manifolds for 3D Pose Estimation of Articulated Objects
- Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation
- Hand3D: Hand Pose Estimation using 3D Neural Network
- First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations
- Hand Keypoint Detection in Single Images using Multiview Bootstrapping
- Learning to Estimate 3D Hand Pose from Single RGB Images
- Back to RGB: 3D tracking of hands and hand-object interactions based on short-baseline stereo
- End-to-end Global to Local CNN Learning for Hand Pose Recovery in Depth Data
- The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation
- Large-scale Multiview 3D Hand Pose Dataset
- Pose Guided Structured Region Ensemble Network for Cascaded Hand Pose Estimation
- V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map
- Dense 3D Regression for Hand Pose Estimation
- Simultaneous Hand Pose and Skeleton Bone-Lengths Estimation from a Single Depth Image
- Using a single RGB frame for real time 3D hand pose estimation in the wild
- Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images
- Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals
- End-to-end Recovery of Human Shape and Pose
- Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies
- DensePose: Dense Human Pose Estimation In The Wild
- Analysis of Hand Segmentation in the Wild
- Cross-modal Deep Variational Hand Pose Estimation
- Learning Pose Specific Representations by Predicting Different Views
- Simple Baselines for Human Pose Estimation and Tracking
- HandyNet: A One-stop Solution to Detect, Segment, Localize and Analyze Driver Hands
- Augmented Skeleton Space Transfer for Depth-based Hand Pose Estimation
- Human Action Recognition and Prediction: A Survey
- Model-based Hand Pose Estimation for Generalized Hand Shape with Appearance Normalization
- 3D Human Action Recognition with Siamese-LSTM Based Deep Metric Learning
- 3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space
- DeepHPS: End-to-end Estimation of 3D Hand Pose and Shape by Learning from Synthetic Depth
- Vision-based Teleoperation of Shadow Dexterous Hand using End-to-End Deep Neural Network
- Task-Oriented Hand Motion Retargeting for Dexterous Manipulation Imitation
- Context-Aware Deep Spatio-Temporal Network for Hand Pose Estimation from Depth Images
- Domain Transfer for 3D Pose Estimation from Color Images without Manual Annotations
- Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose
- RGB-based 3D Hand Pose Estimation via Privileged Learning with Depth Images
- 3D human pose estimation in video with temporal convolutions and semi-supervised training
- HUMBI: A Large Multiview Dataset of Human Body Expressions
- CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark
- Monocular Total Capture: Posing Face, Body, and Hands in the Wild
- Learning 3D Human Dynamics from Video
- Point-to-Pose Voting based Hand Pose Estimation using Residual Permutation Equivariant Layer
- Unsupervised Feature Learning of Human Actions as Trajectories in Pose Embedding Manifold
- PoseFix: Model-agnostic General Human Pose Refinement Network
- Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training
- Structure-Aware 3D Hourglass Network for Hand Pose Estimation from Single Depth Image
- Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using Deep Convolutional Neural Networks
- SMPLR: Deep SMPL reverse for 3D human pose and shape recovery
- Skeleton Transformer Networks: 3D Human Pose and Skinned Mesh from Single RGB Image
- Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views
- Semantic Image Networks for Human Action Recognition
- 3D Hand Shape and Pose from Images in the Wild
- Deep High-Resolution Representation Learning for Human Pose Estimation
- End-to-end Hand Mesh Recovery from a Monocular RGB Image
- RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation
- Self-Supervised Learning of 3D Human Pose using Multi-view Geometry
- Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos
- Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments
- PifPaf: Composite Fields for Human Pose Estimation
- Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation
- Generalized Feedback Loop for Joint Hand-Object Pose Estimation
- Dense Intrinsic Appearance Flow for Human Pose Transfer
- Contextual Attention for Hand Detection in the Wild
- H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions
- Learning joint reconstruction of hands and manipulated objects
- Expressive Body Capture: 3D Hands, Face, and Body from a Single Image
- Disentangling Pose from Appearance in Monochrome Hand Images
- Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable Decoder
- HOnnotate: A method for 3D Annotation of Hand and Object Poses
- Dual Grid Net: hand mesh vertex regression from single depth maps
- FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images
- AdaptiveWasserstein Hourglass for Weakly Supervised Hand Pose Estimation from Monocular RGB
- Fast and Accurate 3D Hand Pose Estimation via Recurrent Neural Network for Capturing Hand Articulations
- An End-to-end Framework for Unconstrained Monocular 3D Hand Pose Estimation
- 3D Hand Pose Estimation in the Wild via Graph Refinement under Adversarial Learning
- Silhouette-Net: 3D Hand Pose Estimation from Silhouettes
- HandAugment: A Simple Data Augmentation Method for Depth-Based 3D Hand Pose Estimation
- Attention! A Lightweight 2D Hand Pose Estimation Approach
- Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation
- Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints
- Monocular Real-time Hand Shape and Motion Capture using Multi-modal Data
- Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction
- Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge
- HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation from a Single Depth Map
- Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild
- Leveraging Photometric Consistency over Time for Sparsely Supervised Hand-Object Reconstruction
- Epipolar Transformers
- Two-hand Global 3D Pose Estimation using Monocular RGB
- Recent Advances in 3D Object and Hand Pose Estimation
- Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion
- Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation
- JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth Image
- The Phong Surface: Efficient 3D Model Fitting using Lifted Optimization
- SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation
- Whole-Body Human Pose Estimation in the Wild
- Body2Hands: Learning to Infer 3D Hands from Conversational Gesture Body Dynamics
- Physics-Based Dexterous Manipulations with Estimated Hand Poses and Residual Reinforcement Learning
- Grasping Field: Learning Implicit Representations for Human Grasps
- BiHand: Recovering Hand Mesh with Multi-stage Bisected Hourglass Networks
- FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration
- Ego2Hands: A Dataset for Egocentric Two-hand Segmentation and Detection
- CPF: Learning a Contact Potential Field to Model the Hand-object Interaction
- Generative 3D Hand Tracking with Spatially Constrained Pose Sampling
- Deformation Capture via Soft and Stretchable Sensor Arrays
- Supplemental Material for paper 6034 Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture from Images "In the Wild"
- Simple and effective deep hand shape and pose regression from a single depth image
- 3D Hand Pose Estimation from Images for Interactive Applications
- DeepHandMesh: A Weakly-supervised Deep Encoder-Decoder Framework for High-fidelity Hand Mesh Modeling
- Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis
- GRAB: A Dataset of Whole-Body Human Grasping of Objects
- Monocular Expressive Body Regression through Body-Driven Attention
- HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization
- ContactPose: A Dataset of Grasps with Object Contact and Hand Pose
- InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image
- Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation
- A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image
- Joint 3D Tracking of a Deformable Object in Interaction with a Hand
- Aligning Latent Spaces for 3D Hand Pose Estimation
- Tex2Shape: Detailed Full Human Body Geometry From a Single Image
- Tex2Shape: Detailed Full Human Body Geometry From a Single Image – Supplemental Material
- Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering
- Weakly-supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects
- Hand Pose Estimation Using Deep Stereovision and Markov-chain Monte Carlo
- Real Time Hand Pose Estimation using Depth Sensors
- 3D Hand Shape and Pose from Images in the Wild
- Exploiting Spatial-temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks
- Exploiting Spatial-temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks Supplementary Document
- SubUNets: End-to-end Hand Shape and Continuous Sign Language Recognition
- Cross-Domain Adaptation for Animal Pose Estimation
- Supplementary Materials for "Cross-Domain Adaptation for Animal Pose Estimation"
- DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation
- Occlusion-Aware Networks for 3D Human Pose Estimation in Video
- Training a Feedback Loop for Hand Pose Estimation
- Accurate, Robust, and Flexible Realtime Hand Tracking
- Learning Hand Articulations by Hallucinating Heat Distribution
- Learning Hand Articulations by Hallucinating Heat Distribution - Supplementary Material
- Robust Hand Pose Estimation during the Interaction with an Unknown Object
- Robust Hand Pose Estimation during the Interaction with an Unknown Object - Supplementary Material
- Bi-box Regression for Pedestrian Detection and Occlusion Estimation
- Optimizing Network Structure for 3D Human Pose Estimation
- Hand tracking from monocular RGB with dense semantic labels
- Constraining Dense Hand Surface Tracking with Elasticity
- GanHand: Predicting Human Grasp Affordances in Multi-Object Scenes
- Hand Pose Estimation: A Survey
- User-Specific Hand Modeling from Monocular Depth Sequences
- Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture
- Real-time Articulated Hand Pose Estimation using Semi-supervised Transductive Regression Forests
- Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose
- DISCO Nets: DISsimilarity COefficient Networks
- Tracking Hands in Action for Gesture-based Computer Input
- HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation
- CrossInfoNet: Multi-Task Information Sharing Based Hand Pose Estimation
- TRB: A Novel Triplet Representation for Understanding 2D Human Body
- 3D Hand Pose Detection in Egocentric RGB-D Images
- Embodied Hands: Modeling and Capturing Hands and Bodies Together
- Recovery of the 3D Virtual Human: Monocular Estimation of 3D Shape and Pose with Data Driven Priors
- Real-Time Generative Hand Modeling and Tracking
- Exploiting Spatial-temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks
- Fast and Robust Hand Tracking Using Detection-Guided Optimization
- Occlusion aware hand pose recovery from sequences of depth images
- Combining Discriminative and Model Based Approaches for Hand Pose Estimation
- Moulding Humans: Non-parametric 3D Human Shape Estimation from Single Images
- GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB
- GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB –Supplementary Document
- 3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation from Single Depth Images
- 3D Hand Shape and Pose Estimation from a Single RGB Image
- Hand PointNet: 3D Hand Pose Estimation using Point Sets
- Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs
- 3D Hand Pose Estimation with Disentangled Cross-Modal Latent Space
- Interactive Markerless Articulated Hand Motion Tracking Using RGB and Depth Data
- Hand Pose Regression via A Classification-guided Approach
- Resolving 3D Human Pose Ambiguities with 3D Scene Constraints − Supplementary Material
- Resolving 3D Human Pose Ambiguities with 3D Scene Constraints
- Learning joint reconstruction of hands and manipulated objects
- Single-Network Whole-Body Pose Estimation
- A Collaborative Filtering Approach to Real-Time Hand Pose Estimation
- Resolving 3D Human Pose Ambiguities with 3D Scene Constraints
- 3D Object Reconstruction from Hand-Object Interactions
- Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions
- Capturing Hands in Action using Discriminative Salient Points and Physics Simulation
- Learnable Triangulation of Human Pose
- Motion Capture of Hands in Action using Discriminative Salient Points
- Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition
- Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop
- Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop − Supplementary Material
- Rotation-invariant Mixed Graphical Model Network for 2D Hand Pose Estimation
- Deep Head Pose Estimation Using Synthetic Images and Partial Adversarial Domain Adaption for Continuous Label Spaces
- Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild
- TalkingWith Hands 16.2M: A Large-Scale Dataset of Synchronized Body-Finger Motion and Audio for Conversational Motion Analysis and Synthesis
- Supplementary Material: Talking With Hands 16.2M: A Large-Scale Dataset of Synchronized Body-Finger Motion and Audio for Conversational Motion Analysis and Synthesis
- 3D Hand Pose Estimation Using Randomized Decision Forest with Segmentation Index Points
- HOT-Net: Non-Autoregressive Transformer for 3D Hand-Object Pose Estimation
- Recognizing Human Actions as the Evolution of Pose Estimation Maps
- Point-to-Point Regression PointNet for 3D Hand Pose Estimation
- Learning to Navigate the Energy Landscape
- Learning Trajectory Dependencies for Human Motion Prediction
- Vision-based hand pose estimation: A review
- Human Segmentation, Pose Estimation and Applications
- MM-Hand: 3D-Aware Multi-Modal Guided Hand Generative Network for 3D Hand Pose Synthesis
- Contextual Attention for Hand Detection in the Wild
- Dense Pose Transfer
- Multi-task, Multi-domain Learning: application to semantic segmentation and pose regression
- Single-Stage Multi-Person Pose Machines
- DeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation
- Learning joint reconstruction of hands and manipulated objects
- Supplemental Material: Learning joint reconstruction of hands and manipulated objects
- Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor
- Evolutionary Quasi-random Search for Hand Articulations Tracking
- Efficient Tracking of the 3D Articulated Motion of Human Hands
- Online Optical Marker-based Hand Tracking with Deep Labels
- Online Generative Model Personalization for Hand Tracking
- Sphere-Meshes for Real-Time Hand Modeling and Tracking
- Low-Dimensionality Calibration through Local Anisotropic Scaling for Robust Hand Model Personalization
- Partially Occluded Hands: A challenging new dataset for single-image hand pose estimation
- TexturePose: Supervising Human Mesh Estimation with Texture Consistency − Supplementary Material
- TexturePose: Supervising Human Mesh Estimation with Texture Consistency
- Deep Learning for Human Motion Analysis
- MURAUER: Mapping Unlabeled Real Data for Label AUstERity
- 3DPeople: Modeling the Geometry of Dressed Humans
- Occlusion-aware Hand Pose Estimation Using Hierarchical Mixture Density Network
- Realtime and Robust Hand Tracking from Depth
- Learning Multi-human Optical Flow
- Real-time Joint Tracking of a Hand Manipulating an Object from RGB-D Input
- RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB Video
- Understanding Everyday Hands in Action from RGB-D Images
- Variational Object-aware 3D Hand Pose from a Single RGB Image
- Markerless Outdoor Human Motion Capture Using Multiple Autonomous Micro Aerial Vehicles
- PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization
- PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization – Supplementary Materials
- BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis
- Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking - Supplementary Material
- Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking
- Efficient and Precise Interactive Hand Tracking Through Joint, Continuous Optimization of Pose and Correspondences
- Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior
- SurfNet: Generating 3D shape surfaces using deep residual networks
- DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed with Deep Features
- Expressive Body Capture: 3D Hands, Face, and Body from a Single Image
- Expressive Body Capture: 3D Hands, Face, and Body from a Single Image - Supplementary Material
- End-to-end Learning for Graph Decomposition
- Cascaded Hand Pose Regression
- Compositional Human Pose Regression
- Depth-based hand pose estimation: data, methods, and challenges
- A Neural Network for Detailed Human Depth Estimation from a Single Image
- 3D Hand Pose Regression with Variants of Decision Forests
- H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions
- Cross-modal Variational Alignment of Latent Spaces
- Real Time Hand Pose Estimation for Human Computer Interaction
- Human Segmentation, Pose Recovery and Applications
- xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera
- Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera
- Hand Pose Estimation via Latent 2.5D Heatmap Regression
- Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation
- Pose-aware Multi-level Feature Network for Human Object Interaction Detection: Supplementary Material
- Pose-aware Multi-level Feature Network for Human Object Interaction Detection
- Self-supervised 3D hand pose estimation through training by fitting
- Distill Knowledge from NRSfM forWeakly Supervised 3D Pose Learning
- Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-directional Dependencies of Body Parts
- Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-directional Dependencies of Body Parts – Supplementary Material
- Mask-pose Cascaded CNN for 2D Hand Pose Estimation from Single Color Image
- SRHandNet: Real-time 2D Hand Pose Estimation with Simultaneous Region Localization
- Rule Of Thumb: Deep derotation for improved fingertip detection
- Monocular Total Capture: Posing Face, Body, and Hands in the Wild
- HandMap: Robust Hand Pose Estimation via Intermediate Dense Guidance Map Supervision
- A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image
- DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare
- Efficient Hand Pose Estimation from a Single Depth Image
- Aligning Latent Spaces for 3D Hand Pose Estimation
- Aligning Latent Spaces for 3D Hand Pose Estimation- Supplementary Material
- Disentangling Latent Hands for Image Synthesis and Pose Estimation
- 3D Hand Pose Estimation Using Convolutional Neural Networks
- Realtime and Robust Hand Tracking from Depth
- HBE: Hand Branch Ensemble Network for Real-time 3D Hand Pose Estimation
- Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals
- Ego-Pose Estimation and Forecasting as Real-Time PD Control
- Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images
- End-to-end Hand Mesh Recovery from a Monocular RGB Image - Supplementary Material
- End-to-end Hand Mesh Recovery from a Monocular RGB Image
- Through-Wall Human Mesh Recovery Using Radio Signals
- Hand-3d-Studio: A New Multi-View System for 3d Hand Reconstruction
- Supplementary Material for DeepHuman: 3D Human Reconstruction from a Single Image
- DeepHuman: 3D Human Reconstruction From a Single Image
- HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation
- FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images
- Supplemental Material for: FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images
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