Gerard Pons-Moll

Orcid: 0000-0001-5115-7794

According to our database1, Gerard Pons-Moll authored at least 105 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
LayerNet: High-Resolution Semantic 3D Reconstruction of Clothed People.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

Recent Trends in 3D Reconstruction of General Non-Rigid Scenes.
CoRR, 2024

FORCE: Dataset and Method for Intuitive Physics Guided Human-object Interaction.
CoRR, 2024

NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors.
CoRR, 2024

CloSe: A 3D Clothing Segmentation Dataset and Model.
CoRR, 2024

RHOBIN Challenge: Reconstruction of Human Object Interaction.
CoRR, 2024

2023
HDHumans: A Hybrid Approach for High-fidelity Digital Humans.
Proc. ACM Comput. Graph. Interact. Tech., August, 2023

SelfPose: 3D Egocentric Pose Estimation From a Headset Mounted Camera.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

A Deeper Look into DeepCap (Invited Paper).
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Geometric Awareness in Neural Fields for 3D Human Registration.
CoRR, 2023

Paint-it: Text-to-Texture Synthesis via Deep Convolutional Texture Map Optimization and Physically-Based Rendering.
CoRR, 2023

Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation.
CoRR, 2023

GAN-Avatar: Controllable Personalized GAN-based Human Head Avatar.
CoRR, 2023

Generating Continual Human Motion in Diverse 3D Scenes.
CoRR, 2023

Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

NSF: Neural Surface Fields for Human Modeling from Monocular Depth.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Visibility Aware Human-Object Interaction Tracking from Single RGB Camera.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Object pop-up: Can we infer 3D objects and their poses from human interactions alone?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Semantic Instance Segmentation of 3D Scenes Through Weak Bounding Box Supervision.
CoRR, 2022

TOCH: Spatio-Temporal Object Correspondence to Hand for Motion Refinement.
CoRR, 2022

Visually plausible human-object interaction capture from wearable sensors.
CoRR, 2022

TOCH: Spatio-Temporal Object-to-Hand Correspondence for Motion Refinement.
Proceedings of the Computer Vision - ECCV 2022, 2022

COUCH: Towards Controllable Human-Chair Interactions.
Proceedings of the Computer Vision - ECCV 2022, 2022

CHORE: Contact, Human and Object Reconstruction from a Single RGB Image.
Proceedings of the Computer Vision - ECCV 2022, 2022

Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields.
Proceedings of the Computer Vision - ECCV 2022, 2022

Skeleton-Free Pose Transfer for Stylized 3D Characters.
Proceedings of the Computer Vision - ECCV 2022, 2022

Learned Vertex Descent: A New Direction for 3D Human Model Fitting.
Proceedings of the Computer Vision - ECCV 2022, 2022

Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation using Bounding Boxes.
Proceedings of the Computer Vision - ECCV 2022, 2022

BEHAVE: Dataset and Method for Tracking Human Object Interactions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Adjoint Rigid Transform Network: Task-conditioned Alignment of 3D Shapes.
Proceedings of the International Conference on 3D Vision, 2022

Any-Shot GIN: Generalizing Implicit Networks for Reconstructing Novel Classes.
Proceedings of the International Conference on 3D Vision, 2022

2021
Real-time deep dynamic characters.
ACM Trans. Graph., 2021

A Deeper Look into DeepCap.
CoRR, 2021

Adjoint Rigid Transform Network: Self-supervised Alignment of 3D Shapes.
CoRR, 2021

Learning Speech-driven 3D Conversational Gestures from Video.
Proceedings of the IVA '21: ACM International Conference on Intelligent Virtual Agents, 2021

Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

D-NeRF: Neural Radiance Fields for Dynamic Scenes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-Localization in Large Scenes From Body-Mounted Sensors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

SMPLicit: Topology-Aware Generative Model for Clothed People.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
XNect: real-time multi-person 3D motion capture with a single RGB camera.
ACM Trans. Graph., 2020

DoubleFusion: Real-Time Capture of Human Performances with Inner Body Shapes from a Single Depth Sensor.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Neural Unsigned Distance Fields for Implicit Function Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Unsupervised Shape and Pose Disentanglement for 3D Meshes.
Proceedings of the Computer Vision - ECCV 2020, 2020

SIZER: A Dataset and Model for Parsing 3D Clothing and Learning Size Sensitive 3D Clothing.
Proceedings of the Computer Vision - ECCV 2020, 2020

Body Shape Privacy in Images: Understanding Privacy and Preventing Automatic Shape Extraction.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

NASA Neural Articulated Shape Approximation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Implicit Feature Networks for Texture Completion from Partial 3D Data.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Kinematic 3D Object Detection in Monocular Video.
Proceedings of the Computer Vision - ECCV 2020, 2020

Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction.
Proceedings of the Computer Vision - ECCV 2020, 2020

TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning to Transfer Texture From Clothing Images to 3D Humans.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning to Dress 3D People in Generative Clothing.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DeepCap: Monocular Human Performance Capture Using Weak Supervision.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
LiveCap: Real-Time Human Performance Capture From Monocular Video.
ACM Trans. Graph., 2019

Dressing 3D Humans using a Conditional Mesh-VAE-GAN.
CoRR, 2019

XNect: Real-time Multi-person 3D Human Pose Estimation with a Single RGB Camera.
CoRR, 2019

Shape Evasion: Preventing Body Shape Inference of Multi-Stage Approaches.
CoRR, 2019

SimulCap : Single-View Human Performance Capture with Cloth Simulation.
CoRR, 2019

Fashion Is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

AMASS: Archive of Motion Capture As Surface Shapes.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Multi-Garment Net: Learning to Dress 3D People From Images.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Tex2Shape: Detailed Full Human Body Geometry From a Single Image.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

SimulCap : Single-View Human Performance Capture With Cloth Simulation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning to Reconstruct People in Clothing From a Single RGB Camera.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

360-Degree Textures of People in Clothing from a Single Image.
Proceedings of the 2019 International Conference on 3D Vision, 2019

2018
Deep inertial poser: learning to reconstruct human pose from sparse inertial measurements in real time.
ACM Trans. Graph., 2018

ReTiCaM: Real-time Human Performance Capture from Monocular Video.
CoRR, 2018

DoubleFusion: Real-time Capture of Human Performances with Inner Body Shapes from a Single Depth Sensor.
CoRR, 2018

Recovering Accurate 3D Human Pose in the Wild Using IMUs and a Moving Camera.
Proceedings of the Computer Vision - ECCV 2018, 2018

NRST: Non-rigid Surface Tracking from Monocular Video.
Proceedings of the Pattern Recognition - 40th German Conference, 2018

Video Based Reconstruction of 3D People Models.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation.
Proceedings of the 2018 International Conference on 3D Vision, 2018

Single-Shot Multi-person 3D Pose Estimation from Monocular RGB.
Proceedings of the 2018 International Conference on 3D Vision, 2018

Detailed Human Avatars from Monocular Video.
Proceedings of the 2018 International Conference on 3D Vision, 2018

2017
ClothCap: seamless 4D clothing capture and retargeting.
ACM Trans. Graph., 2017

Data-driven physics for human soft tissue animation.
ACM Trans. Graph., 2017

Single-Shot Multi-Person 3D Body Pose Estimation From Monocular RGB Input.
CoRR, 2017

Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs.
Comput. Graph. Forum, 2017

A Generative Model of People in Clothing.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Detailed, Accurate, Human Shape Estimation from Clothed 3D Scan Sequences.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Dynamic FAUST: Registering Human Bodies in Motion.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Human Pose Estimation from Video and IMUs.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Learning human body shapes in motion.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2016

2015
Human pose estimation from video and inertial sensors.
PhD thesis, 2015

Dyna: a model of dynamic human shape in motion.
ACM Trans. Graph., 2015

SMPL: a skinned multi-person linear model.
ACM Trans. Graph., 2015

Metric Regression Forests for Correspondence Estimation.
Int. J. Comput. Vis., 2015

2014
Posebits for Monocular Human Pose Estimation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Metric Regression Forests for Human Pose Estimation.
Proceedings of the British Machine Vision Conference, 2013

2012
PCA-Enhanced Stochastic Optimization Methods.
Proceedings of the Pattern Recognition, 2012

Branch-and-price global optimization for multi-view multi-target tracking.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Data-Driven Manifolds for Outdoor Motion Capture.
Proceedings of the Outdoor and Large-Scale Real-World Scene Analysis - 15th International Workshop on Theoretical Foundations of Computer Vision, Dagstuhl Castle, Germany, June 26, 2011

Exploiting Pedestrian Interaction via Global Optimization and Social Behaviors.
Proceedings of the Outdoor and Large-Scale Real-World Scene Analysis - 15th International Workshop on Theoretical Foundations of Computer Vision, Dagstuhl Castle, Germany, June 26, 2011

Everybody needs somebody: Modeling social and grouping behavior on a linear programming multiple people tracker.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Outdoor human motion capture using inverse kinematics and von mises-fisher sampling.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Efficient and Robust Shape Matching for Model Based Human Motion Capture.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Model-Based Pose Estimation.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

2010
Analyzing and Evaluating Markerless Motion Tracking Using Inertial Sensors.
Proceedings of the Trends and Topics in Computer Vision, 2010

Multisensor-fusion for 3D full-body human motion capture.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Ball joints for Marker-less human Motion Capture.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009


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