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Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images

https://doi.org/10.1109/iccv.2019.00445

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-01234-2_2openalex-snapshot

BodyNet: Volumetric Inference of 3D Human Body Shapes

inferredcites →https://doi.org/10.1007/978-3-030-01240-3_41openalex-snapshot

Learning 3D Human Pose from Structure and Motion

inferredcites →https://doi.org/10.1007/978-3-030-01249-6_46openalex-snapshot

Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation

inferredcites →https://doi.org/10.1007/978-3-030-01249-6_48openalex-snapshot

Deep Autoencoder for Combined Human Pose Estimation and Body Model Upscaling

inferredcites →https://doi.org/10.1007/978-3-319-10602-1_48openalex-snapshot

Microsoft COCO: Common Objects in Context

inferredcites →https://doi.org/10.1007/978-3-319-46454-1_31openalex-snapshot

General Automatic Human Shape and Motion Capture Using Volumetric Contour Cues

inferredcites →https://doi.org/10.1007/978-3-319-46454-1_34openalex-snapshot

Keep It SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image

inferredcites →https://doi.org/10.1007/978-3-319-46484-8_38openalex-snapshot

3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction

inferredcites →https://doi.org/10.1007/978-3-319-46493-0_27openalex-snapshot

Estimation of Human Body Shape in Motion with Wide Clothing

inferredcites →https://doi.org/10.1007/978-3-319-46493-0_38openalex-snapshot

Identity Mappings in Deep Residual Networks

inferredcites →https://doi.org/10.1007/978-3-319-49409-8_17openalex-snapshot

Deep Kinematic Pose Regression

inferredcites →https://doi.org/10.1007/978-3-540-88688-4_2openalex-snapshot

The Naked Truth: Estimating Body Shape Under Clothing

inferredcites →https://doi.org/10.1007/978-3-642-15558-1_22openalex-snapshot

Inferring 3D Shapes and Deformations from Single Views

inferredcites →https://doi.org/10.1016/j.cag.2009.03.026openalex-snapshot

Estimating body shape of dressed humans

inferredcites →https://doi.org/10.1016/j.cviu.2014.06.012openalex-snapshot

Estimation of human body shape and posture under clothing

inferredcites →https://doi.org/10.1016/j.neucom.2018.10.009openalex-snapshot

Multiview 3D human pose estimation using improved least-squares and LSTM networks

inferredcites →https://doi.org/10.1109/3dv.2016.19openalex-snapshot

HS-Nets: Estimating Human Body Shape from Silhouettes with Convolutional Neural Networks

inferredcites →https://doi.org/10.1109/3dv.2016.58openalex-snapshot

Synthesizing Training Images for Boosting Human 3D Pose Estimation

inferredcites →https://doi.org/10.1109/3dv.2017.00064openalex-snapshot

Monocular 3D Human Pose Estimation in the Wild Using Improved CNN Supervision

inferredcites →https://doi.org/10.1109/3dv.2018.00061openalex-snapshot

Rethinking Pose in 3D: Multi-stage Refinement and Recovery for Markerless Motion Capture

inferredcites →https://doi.org/10.1109/3dv.2018.00062openalex-snapshot

Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation

inferredcites →https://doi.org/10.1109/cvpr.2007.383340openalex-snapshot

Detailed Human Shape and Pose from Images

inferredcites →https://doi.org/10.1109/cvpr.2010.5539853openalex-snapshot

Multilinear pose and body shape estimation of dressed subjects from image sets

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/cvpr.2017.134openalex-snapshot

LCR-Net: Localization-Classification-Regression for Human Pose

inferredcites →https://doi.org/10.1109/cvpr.2017.138openalex-snapshot

Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations

inferredcites →https://doi.org/10.1109/cvpr.2017.139openalex-snapshot

Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose

inferredcites →https://doi.org/10.1109/cvpr.2017.492openalex-snapshot

Learning from Synthetic Humans

inferredcites →https://doi.org/10.1109/cvpr.2017.500openalex-snapshot

Unite the People: Closing the Loop Between 3D and 2D Human Representations

inferredcites →https://doi.org/10.1109/cvpr.2017.582openalex-snapshot

Detailed, Accurate, Human Shape Estimation from Clothed 3D Scan Sequences

inferredcites →https://doi.org/10.1109/cvpr.2017.603openalex-snapshot

Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image

inferredcites →https://doi.org/10.1109/cvpr.2018.00013openalex-snapshot

GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB

inferredcites →https://doi.org/10.1109/cvpr.2018.00055openalex-snapshot

Learning to Estimate 3D Human Pose and Shape from a Single Color Image

inferredcites →https://doi.org/10.1109/cvpr.2018.00744openalex-snapshot

End-to-End Recovery of Human Shape and Pose

inferredcites →https://doi.org/10.1109/cvpr.2019.00127openalex-snapshot

Learning to Reconstruct People in Clothing From a Single RGB Camera

inferredcites →https://doi.org/10.1109/cvpr.2019.00463openalex-snapshot

Convolutional Mesh Regression for Single-Image Human Shape Reconstruction

inferredcites →https://doi.org/10.1109/iccv.2009.5459300openalex-snapshot

Estimating human shape and pose from a single image

inferredcites →https://doi.org/10.1109/iccv.2017.284openalex-snapshot

Compositional Human Pose Regression

inferredcites →https://doi.org/10.1109/iccv.2017.425openalex-snapshot

Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation

inferredcites →https://doi.org/10.1109/iccv.2017.470openalex-snapshot

Learning-Based Cloth Material Recovery from Video

inferredcites →https://doi.org/10.1109/tpami.2013.248openalex-snapshot

Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments

inferredcites →https://doi.org/10.1109/wacv.2019.00108openalex-snapshot

Fashion Is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources

inferredcites →https://doi.org/10.1145/1866158.1866174openalex-snapshot

MovieReshape

inferredcites →https://doi.org/10.1145/1882262.1866174openalex-snapshot

MovieReshape

inferredcites →https://doi.org/10.1145/2366145.2366171openalex-snapshot

Adaptive anisotropic remeshing for cloth simulation

inferredcites →https://doi.org/10.1145/2816795.2818013openalex-snapshot

SMPL

inferredcites →https://doi.org/10.1145/3072959.3073596openalex-snapshot

VNect

inferredcites →https://doi.org/10.1145/3072959.3073711openalex-snapshot

ClothCap

inferredcites →https://doi.org/10.21236/ada406704openalex-snapshot

Civilian American and European Surface Anthropometry Resource (CAESAR), Final Report. Volume 1. Summary

inferredcites →https://doi.org/10.48550/arxiv.1712.01337openalex-snapshot

Self-supervised Learning of Motion Capture

inferredcites →https://doi.org/10.5244/c.31.14openalex-snapshot

Total Capture: 3D Human Pose Estimation Fusing Video and Inertial Sensors

inferredcites →https://doi.org/10.5244/c.31.15openalex-snapshot

Indirect deep structured learning for 3D human body shape and pose prediction

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4772785openalex-extracted

Few-Shot Multi-Human Neural Rendering Using Geometry Constraints

inferred← citeshttps://doi.org/10.1007/978-3-030-58452-8_46openalex-snapshot

Appearance Consensus Driven Self-supervised Human Mesh Recovery

inferred← citeshttps://doi.org/10.1007/978-3-030-58523-5_14openalex-snapshot

GAN-Based Garment Generation Using Sewing Pattern Images

inferred← citeshttps://doi.org/10.1007/978-3-030-58565-5_2openalex-snapshot

BCNet: Learning Body and Cloth Shape from a Single Image

inferred← citeshttps://doi.org/10.1007/978-3-030-67835-7_4openalex-snapshot

Deep 3D Modeling of Human Bodies from Freehand Sketching

inferred← citeshttps://doi.org/10.1007/978-3-031-19836-6_39openalex-snapshot

Fabric Material Recovery from Video Using Multi-scale Geometric Auto-Encoder

inferred← citeshttps://doi.org/10.1007/978-3-031-72691-0_3openalex-snapshot

3DFG-PIFu: 3D Feature Grids for Human Digitization from Sparse Views

inferred← citeshttps://doi.org/10.1007/978-3-031-92387-6_29openalex-snapshot

SkelFormer: Markerless 3D Pose and Shape Estimation Using Skeletal Transformers

inferred← citeshttps://doi.org/10.1007/978-3-032-36839-3_10openalex-snapshot

Monocular Models Are Strong Learners for Multi-view Human Mesh Recovery

inferred← citeshttps://doi.org/10.1007/978-981-96-6688-1_14openalex-snapshot

Multi-view Self-supervised 3D Human Pose and Shape Estimation on SMPL

inferred← citeshttps://doi.org/10.1007/s00371-023-02946-3openalex-snapshot

Three stages of 3D virtual try-on network with appearance flow and shape field

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Toward multi-category garments virtual try-on method by coarse to fine TPS deformation

inferred← citeshttps://doi.org/10.1007/s10489-021-02783-8openalex-snapshot

Detailed 3D human body reconstruction from multi-view images combining voxel super-resolution and learned implicit representation

inferred← citeshttps://doi.org/10.1007/s10489-024-05435-9openalex-snapshot

SS-MVMETRO: Semi-supervised multi-view human mesh recovery transformer

inferred← citeshttps://doi.org/10.1007/s11263-022-01736-zopenalex-snapshot

SHARP: Shape-Aware Reconstruction of People in Loose Clothing

inferred← citeshttps://doi.org/10.1007/s40747-022-00837-zopenalex-snapshot

Multi-view 3D human pose reconstruction based on spatial confidence point group for jump analysis in figure skating

inferred← citeshttps://doi.org/10.1007/s41095-020-0189-1openalex-snapshot

Machine learning for digital try-on: Challenges and progress

inferred← citeshttps://doi.org/10.1016/j.cviu.2021.103225openalex-snapshot

Deep 3D human pose estimation: A review

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Temporally consistent reconstruction of 3D clothed human surface with warp field

inferred← citeshttps://doi.org/10.1016/j.jvcir.2025.104699openalex-snapshot

3D human mesh recovery: Comparative review, models, and prospects

inferred← citeshttps://doi.org/10.1016/j.knosys.2025.114046openalex-snapshot

GLMP: Geometric prior learning with multimodal pre-training representation compensation for 3D human shape estimation

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A dynamic virtual try-on simulation framework for speed skating suits

inferred← citeshttps://doi.org/10.1109/3dv50981.2020.00041openalex-snapshot

PoseNet3D: Learning Temporally Consistent 3D Human Pose via Knowledge Distillation

inferred← citeshttps://doi.org/10.1109/3dv57658.2022.00034openalex-snapshot

Human Body Measurement Estimation with Adversarial Augmentation

inferred← citeshttps://doi.org/10.1109/access.2019.2957862openalex-snapshot

CNN-Based Denoising, Completion, and Prediction of Whole-Body Human-Depth Images

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LogRF: An Approach to Human Pose Estimation Using Skeleton Landmarks for Physiotherapy Fitness Exercise Correction

inferred← citeshttps://doi.org/10.1109/access.2024.3488038openalex-snapshot

Multi-View Human Mesh Reconstruction via Direction-Aware Feature Fusion

inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.00740openalex-snapshot

Object-Occluded Human Shape and Pose Estimation From a Single Color Image

inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.01370openalex-snapshot

MetaFuse: A Pre-trained Fusion Model for Human Pose Estimation

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.01394openalex-snapshot

POSEFusion: Pose-guided Selective Fusion for Single-view Human Volumetric Capture

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.01583openalex-snapshot

Probabilistic 3D Human Shape and Pose Estimation from Multiple Unconstrained Images in the Wild

inferred← citeshttps://doi.org/10.1109/cvpr52688.2022.00274openalex-snapshot

Accurate 3D Body Shape Regression using Metric and Semantic Attributes

inferred← citeshttps://doi.org/10.1109/cvpr52688.2022.01541openalex-snapshot

DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00843openalex-snapshot

BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion

inferred← citeshttps://doi.org/10.1109/icaiic51459.2021.9415231openalex-snapshot

Volumetric Human Reconstruction from a Single Depth Map

inferred← citeshttps://doi.org/10.1109/iccvw54120.2021.00456openalex-snapshot

End-to-end Model-based Gait Recognition using Synchronized Multi-view Pose Constraint

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Improved 3D Human Pose Real-time Estimation based on Monocular Video

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Multi-View Human Model Fitting Using Bone Orientation Constraint and Joints Triangulation

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MVHR-OEL: Multi-View 3D Human Reconstruction with Online Evolutive Learning

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3D Human Pose and Shape Estimation Based on SMPL Model

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Orthographic Projection Linear Regression for Single Image 3D Human Pose Estimation

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Dynamic 3D Human Body Shape and Pose Estimation from Multiple Views Based on DQN

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A Novel Transformer-based Framework for Multi-View 3D Human Mesh Reconstruction

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AirCapRL: Autonomous Aerial Human Motion Capture Using Deep Reinforcement Learning

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AirPose: Multi-View Fusion Network for Aerial 3D Human Pose and Shape Estimation

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Temporally Refined Graph U-Nets for Human Shape and Pose Estimation From Monocular Videos

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Multi-View Large Population Gait Database With Human Meshes and Its Performance Evaluation

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MVP-Human Dataset for 3-D Clothed Human Avatar Reconstruction From Multiple Frames

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GaitAGE: Gait Age and Gender Estimation Based on an Age- and Gender-Specific 3D Human Model

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Simultaneously Recovering Multi-Person Meshes and Multi-View Cameras With Human Semantics

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Human Body Modeling for Heterogenous Signal Fusion Based on ToF and Millimeter Wave

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Image-Guided Human Reconstruction via Multi-Scale Graph Transformation Networks

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Chasing the Tail in Monocular 3D Human Reconstruction With Prototype Memory

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LEAPSE: Learning Environment Affordances for 3D Human Pose and Shape Estimation

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SparseFusion: Dynamic Human Avatar Modeling From Sparse RGBD Images

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A Local Correspondence-Aware Hybrid CNN-GCN Model for Single-Image Human Body Reconstruction

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AdaptiveFusion: Adaptive Multi-Modal Multi-View Fusion for 3D Human Body Reconstruction

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Learning 3D Human Shape and Pose from Dense Body Parts

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PaMIR: Parametric Model-Conditioned Implicit Representation for Image-Based Human Reconstruction

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Object-Occluded Human Shape and Pose Estimation With Probabilistic Latent Consistency

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Learning to Infer Inner-Body Under Clothing From Monocular Video

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3D Human Pose and Shape Estimation Through Collaborative Learning and Multi-view Model-fitting

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A FLEXIBLE MULTI-VIEW HUMAN MESH RECONSTRUCTION FRAMEWORK FOR PREDICTING METRIC SMPL PARAMETERS UTILIZING EXISTING SINGLE-VIEW MODELS AS BASE MODELS

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JAFPro: Joint Appearance Fusion and Propagation for Human Video Motion Transfer from Multiple Reference Images

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3D Imaging Techniques for Forensic Identification of Human Images

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Conditional Directed Graph Convolution for 3D Human Pose Estimation

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High-Resolution Volumetric Reconstruction for Clothed Humans

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Visibility-guided Human Body Reconstruction from Uncalibrated Multi-view Cameras

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A Comprehensive Review of Real-Time Multi-View Multi-Person Markerless Motion Capture

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Improving Workers’ Musculoskeletal Health During Human-Robot Collaboration Through Reinforcement Learning

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Estimation of Three-Dimensional Human Posture Based on Two-Dimensional Medical Images

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Progressive Multi-View Human Mesh Recovery with Self-Supervision

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Delving Deep into Pixel Alignment Feature for Accurate Multi-View Human Mesh Recovery

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ShapeBoost: Boosting Human Shape Estimation with Part-Based Parameterization and Clothing-Preserving Augmentation

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3D Human Pose Estimation Based on Wearable IMUs and Multiple Camera Views

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Consistent Cross-View Association of Aerial–Ground Remote Sensing Imagery via Graph-Constrained Framework

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Towards Robust RGB-D Human Mesh Recovery

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BCNet: Learning Body and Cloth Shape from A Single Image

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Multi-view Human Pose and Shape Estimation Using Learnable Volumetric Aggregation

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Probabilistic Estimation of 3D Human Shape and Pose with a Semantic Local Parametric Model

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HUMAN 3D POSE ESTIMATION BASED ON 2D KEYPOINTS

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Single-Person 3D Human Pose Estimation Based on Deep Learning: A Review

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Self-avatar: Monocular 3D human reconstruction from RGB image

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