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Advances in Learning-Based Interacting Hands Reconstruction: A Survey

https://doi.org/10.2139/ssrn.4849490
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inferredcites →https://doi.org/10.1002/cav.2186openalex-extracted
HandDGCL: Two‐hand 3D reconstruction based disturbing graph contrastive learning
inferredcites →https://doi.org/10.1007/978-3-030-58452-8_40openalex-extracted
The Phong Surface: Efficient 3D Model Fitting Using Lifted Optimization
inferredcites →https://doi.org/10.1007/978-3-030-58536-5_26openalex-extracted
DeepHandMesh: A Weakly-Supervised Deep Encoder-Decoder Framework for High-Fidelity Hand Mesh Modeling
inferredcites →https://doi.org/10.1007/978-3-031-20068-7_22openalex-extracted
3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal
inferredcites →https://doi.org/10.1007/978-3-031-46305-1_2openalex-extracted
Implicit Representation for Interacting Hands Reconstruction from Monocular Color Images
inferredcites →https://doi.org/10.1007/978-3-319-10602-1_48openalex-extracted
Microsoft COCO: Common Objects in Context
inferredcites →https://doi.org/10.1007/978-3-319-24574-4_28openalex-extracted
U-Net: Convolutional Networks for Biomedical Image Segmentation
inferredcites →https://doi.org/10.1016/j.imavis.2019.06.003openalex-extracted
Hand pose estimation and tracking in real and virtual interaction:A review
inferredcites →https://doi.org/10.1016/j.imavis.2023.104690openalex-extracted
3D hand reconstruction with both shape and appearance from an RGB image
inferredcites →https://doi.org/10.1016/j.patcog.2025.111426openalex-extracted
3D Points Splatting for real-time dynamic Hand Reconstruction
inferredcites →https://doi.org/10.1109/3dv50981.2020.00043openalex-extracted
Grasping Field: Learning Implicit Representations for Human Grasps
inferredcites →https://doi.org/10.1109/3dv53792.2021.00011openalex-extracted
Learning To Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation
inferredcites →https://doi.org/10.1109/3dv53792.2021.00012openalex-extracted
A Skeleton-Driven Neural Occupancy Representation for Articulated Hands
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01169openalex-extracted
Body2Hands: Learning to Infer 3D Hands from Conversational Gesture Body Dynamics
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00156openalex-extracted
Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01081openalex-extracted
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01979openalex-extracted
GraFormer: Graph-oriented Transformer for 3D Pose Estimation
inferredcites →https://doi.org/10.1109/cvpr52729.2023.00448openalex-extracted
Diverse 3D Hand Gesture Prediction from Body Dynamics by Bilateral Hand Disentanglement
inferredcites →https://doi.org/10.1109/cvpr52729.2023.00462openalex-extracted
Transformer-based Unified Recognition of Two Hands Manipulating Objects
inferredcites →https://doi.org/10.1109/cvpr52729.2023.00839openalex-extracted
Hand Avatar: Free-Pose Hand Animation and Rendering from Monocular Video
inferredcites →https://doi.org/10.1109/cvpr52729.2023.00854openalex-extracted
A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB Image
inferredcites →https://doi.org/10.1109/cvpr52729.2023.02028openalex-extracted
Im2Hands: Learning Attentive Implicit Representation of Interacting Two-Hand Shapes
inferredcites →https://doi.org/10.1109/iccv.2017.525openalex-extracted
Learning to Estimate 3D Hand Pose from Single RGB Images
inferredcites →https://doi.org/10.1109/iccv48922.2021.01100openalex-extracted
End-to-End Detection and Pose Estimation of Two Interacting Hands
inferredcites →https://doi.org/10.1109/iccv48922.2021.01107openalex-extracted
HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton
inferredcites →https://doi.org/10.1109/iccv48922.2021.01269openalex-extracted
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling
inferredcites →https://doi.org/10.1109/iccv51070.2023.00831openalex-extracted
Reconstructing Interacting Hands with Interaction Prior from Monocular Images
inferredcites →https://doi.org/10.1109/iccv51070.2023.01865openalex-extracted
RenderIH: A Large-scale Synthetic Dataset for 3D Interacting Hand Pose Estimation
inferredcites →https://doi.org/10.1109/tpami.2022.3159725openalex-extracted
Recurrent 3D Hand Pose Estimation Using Cascaded Pose-Guided 3D Alignments
inferredcites →https://doi.org/10.1109/tpami.2023.3298850openalex-extracted
Recovering 3D Human Mesh From Monocular Images: A Survey
inferredcites →https://doi.org/10.1109/wacv48630.2021.00242openalex-extracted
Two-hand Global 3D Pose Estimation using Monocular RGB
inferredcites →https://doi.org/10.1109/wacv57701.2024.00432openalex-extracted
Ego2HandsPose: A Dataset for Egocentric Two-hand 3D Global Pose Estimation
inferredcites →https://doi.org/10.1109/wacv57701.2024.00613openalex-extracted
Handformer2T: A Lightweight Regression-based Model for Interacting Hands Pose Estimation from A Single RGB Image
inferredcites →https://doi.org/10.1145/2980179.2980226openalex-extracted
Sphere-meshes for real-time hand modeling and tracking
inferredcites →https://doi.org/10.1145/3306346.3322958openalex-extracted
Real-time pose and shape reconstruction of two interacting hands with a single depth camera
inferredcites →https://doi.org/10.1145/3313831.3376550openalex-extracted
A User Study on Mixed Reality Remote Collaboration with Eye Gaze and Hand Gesture Sharing
inferredcites →https://doi.org/10.1145/3414685.3417768openalex-extracted
Constraining dense hand surface tracking with elasticity
inferredcites →https://doi.org/10.1145/3414685.3417852openalex-extracted
RGB2Hands
inferredcites →https://doi.org/10.1145/3528223.3530079openalex-extracted
NIMBLE
inferredcites →https://doi.org/10.1145/3592433openalex-extracted
3D Gaussian Splatting for Real-Time Radiance Field Rendering
inferredcites →https://doi.org/10.1145/3639707openalex-extracted
Exploiting Spatial-Temporal Context for Interacting Hand Reconstruction on Monocular RGB Video
inferredcites →https://doi.org/10.1609/aaai.v38i3.27946openalex-extracted
Fine-Grained Multi-View Hand Reconstruction Using Inverse Rendering
inferredcites →https://doi.org/10.1609/aaai.v38i3.28015openalex-extracted
3D Visibility-Aware Generalizable Neural Radiance Fields for Interacting Hands
inferredcites →https://doi.org/10.48550/arxiv.1505.05770openalex-extracted
Variational Inference with Normalizing Flows
inferredcites →https://doi.org/10.48550/arxiv.1609.02907openalex-extracted
Semi-Supervised Classification with Graph Convolutional Networks
inferredcites →https://doi.org/10.48550/arxiv.1706.03762openalex-extracted
Attention Is All You Need
inferredcites →https://doi.org/10.48550/arxiv.1912.00042openalex-extracted
Learning Likelihoods with Conditional Normalizing Flows
inferredcites →https://doi.org/10.48550/arxiv.2006.10214openalex-extracted
MediaPipe Hands: On-device Real-time Hand Tracking
inferredcites →https://doi.org/10.48550/arxiv.2006.11239openalex-extracted
Denoising Diffusion Probabilistic Models
inferredcites →https://doi.org/10.48550/arxiv.2010.04159openalex-extracted
Deformable DETR: Deformable Transformers for End-to-End Object Detection
inferredcites →https://doi.org/10.48550/arxiv.2011.07252openalex-extracted
Ego2Hands: A Dataset for Egocentric Two-hand Segmentation and Detection
inferredcites →https://doi.org/10.48550/arxiv.2107.00434openalex-extracted
Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-pixel Part Segmentation
inferredcites →https://doi.org/10.48550/arxiv.2207.11061openalex-extracted
3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal
inferredcites →https://doi.org/10.52202/068431-2685openalex-extracted
DART: Articulated Hand Model with Diverse Accessories and Rich Textures
inferredcites →https://doi.org/10.52202/075280-0776openalex-extracted
A Dataset of Relighted 3D Interacting Hands
inferredcites →https://doi.org/10.4230/lipics.ecoop.2025.6openalex-snapshot
Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories
inferredcites →https://doi.org/10.4230/lipics.itp.2023.19openalex-snapshot
Exploiting Generative AI to Scale up Intelligent Tutoring Systems
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