Implicit Feature Networks for Texture Completion from Partial 3D Data
Julian Chibane, Gerard Pons-Moll
Implicit Feature Networks for Texture Completion from Partial 3D Data
in European Conference on Computer Vision (ECCV), Workshops, 2020.
1st Place Winner in all Categories of SHARP Challange
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction
Bharat Lal Bhatnagar, Cristian Sminchisescu, Christian Theobalt, Gerard Pons-Moll
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction
in European Conference on Computer Vision (ECCV), 2020.
Oral
Neural Articulated Shape Approximation
Boyang Deng, JP Lewis, Timothy Jeruzalski, Gerard Pons-Moll, Geoffrey Hinton, Mohammad Norouzi, Andrea Tagliasacchi
Neural Articulated Shape Approximation
in The European Conference on Computer Vision (ECCV), 2020.
SIZER: A Dataset and Model for Parsing 3D Clothing and Learning Size Sensitive 3D Clothing
Garvita Tiwari, Bharat Lal Bhatnagar, Tony Tung, Gerard Pons-Moll
SIZER: A Dataset and Model for Parsing 3D Clothing and Learning Size Sensitive 3D Clothing
in European Conference on Computer Vision (ECCV), 2020.
Oral
Unsupervised Shape and Pose Disentanglement for 3D Meshes
Keyang Zhou, Bharat Lal Bhatnagar, Gerard Pons-Moll
Unsupervised Shape and Pose Disentanglement for 3D Meshes
in European Conference on Computer Vision (ECCV), 2020.
Kinematic 3D Object Detection in Monocular Video
Garrick Brazil, Gerard Pons-Moll, Xiaoming Liu, Bernt Schiele
Kinematic 3D Object Detection in Monocular Video
in The European Conference on Computer Vision (ECCV), 2020.
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera
Dushyant Mehta, Oleksandr Sotnychenko, Franziska Mueller, Weipeng Xu, Mohamed Elgharib, Pascal Fua, Hans-Peter Seidel, Helge Rhodin, Gerard Pons-Moll, Christian Theobalt
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera
in ACM Transactions on Graphics, (Proc. SIGGRAPH), vol. 39, no. 4, 2020.
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion
Julian Chibane, Thiemo Alldieck, Gerard Pons-Moll
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style
Chaitanya Patel, Zhouyingcheng Liao, Gerard Pons-Moll
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Oral
Learning to Transfer Texture from Clothing Images to 3D Humans
Aymen Mir, Thiemo Alldieck, Gerard Pons-Moll
Learning to Transfer Texture from Clothing Images to 3D Humans
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Learning to Dress 3D People in Generative Clothing
Qianli Ma, Jinlong Yang, Anurag Ranjan, Sergi Pujades, Gerard Pons-Moll, Siyu Tang, Michael Black
Learning to Dress 3D People in Generative Clothing
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
arXiv
DeepCap: Monocular Human Performance Capture Using Weak Supervision
Marc Habermann, Weipeng Xu, Michael and Zollhoefer, Gerard Pons-Moll, Christian Theobalt
DeepCap: Monocular Human Performance Capture Using Weak Supervision
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Oral - Best Student Paper Honorable Mention
Multi-Garment Net: Learning to Dress 3D People from Images
Bharat Lal Bhatnagar, Garvita Tiwari, Christian Theobalt, Gerard Pons-Moll
Multi-Garment Net: Learning to Dress 3D People from Images
in IEEE International Conference on Computer Vision (ICCV), 2019.
Tex2Shape: Detailed Full Human Body Geometry from a Single Image
Thiemo Alldieck, Gerard Pons-Moll, Christian Theobalt, Marcus Magnor
Tex2Shape: Detailed Full Human Body Geometry from a Single Image
in IEEE International Conference on Computer Vision (ICCV), 2019.
AMASS: Archive of Motion Capture as Surface Shapes
Naureen Mahmood, Nima Ghorbani, Nikolaus F. Troje, Gerard Pons-Moll, Michael J. Black
AMASS: Archive of Motion Capture as Surface Shapes
in IEEE International Conference on Computer Vision (ICCV), 2019.
arXiv
360-Degree Textures of People in Clothing from a Single Image
Verica Lazova, Eldar Insafutdinov, Gerard Pons-Moll
360-Degree Textures of People in Clothing from a Single Image
in International Conference on 3D Vision (3DV), 2019.
DoubleFusion: Real-time Capture of Human Performance with Inner Body Shape from a Depth Sensor
Tao Yu, Jianhui Zhao, Zhang Zerong, Kaiwen Guo, Dai Quionhai, Hao Li, Gerard Pons-Moll, Yebin Liu
DoubleFusion: Real-time Capture of Human Performance with Inner Body Shape from a Depth Sensor
in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019.
LiveCap: Real-time Human Performance Capture from Monocular Video
Marc Habermann, Weipeng Xu, Michael and Zollhoefer, Gerard Pons-Moll, Christian Theobalt
LiveCap: Real-time Human Performance Capture from Monocular Video
in ACM Transactions on Graphics, (Proc. SIGGRAPH), 2019.
In the Wild Human Pose Estimation using Explicit 2D Features and Intermediate 3D Representations
Ikhsanul Habibie, Weipeng Xu, Dushyant Mehta, Gerard Pons-Moll, Christian Theobalt
In the Wild Human Pose Estimation using Explicit 2D Features and Intermediate 3D Representations
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
Oral
Learning to Reconstruct People in Clothing from a Single RGB Camera
Thiemo Alldieck, Marcus Magnor, Bharat Lal Bhatnagar, Christian Theobalt, Gerard Pons-Moll
Learning to Reconstruct People in Clothing from a Single RGB Camera
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
SimulCap : Single-View Human Performance Capture with Cloth Simulation
Tao Yu, Zerong Zheng, Yuan Zhong, Jianhui Zhao, Dai Quionhai, Gerard Pons-Moll, Yebin Liu
SimulCap : Single-View Human Performance Capture with Cloth Simulation
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
Fashion is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources
Hosnieh Sattar, Gerard Pons-Moll, Mario Fritz
Fashion is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources
in IEEE Winter Conference on Applications of Computer Vision (WACV 2019), 2019.
Deep Inertial Poser: Learning to Reconstruct Human Pose from Sparse Inertial Measurements in Real Time
Yinghao Huang, Manuel Kaufmann, Emre Aksan, Michael J. Black, Otmar Hilliges, Gerard Pons-Moll
Deep Inertial Poser: Learning to Reconstruct Human Pose from Sparse Inertial Measurements in Real Time
in ACM Transactions on Graphics, (Proc. SIGGRAPH Asia), vol. 37, no. 6, 185:1-185:15 2018.
NRST: Non-rigid Surface Tracking from Monocular Video
Marc Habermann, Weipeng Xu, Helge Rohdin, Michael Zollhoefer, Gerard Pons-Moll, Christian Theobalt
NRST: Non-rigid Surface Tracking from Monocular Video
in German Conference on Pattern Recognition (GCPR), 2018.
Oral
Detailed Human Avatars from Monocular Video
Thiemo Alldieck, Marcus Magnor, Weipeng Xu, Christian Theobalt, Gerard Pons-Moll
Detailed Human Avatars from Monocular Video
in International Conference on 3D Vision (3DV), 2018.
Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation
Mohamed Omran, Christoph Lassner, Gerard Pons-Moll, Peter Gehler, Bernt Schiele
Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation
in International Conference on 3D Vision (3DV), 2018.
Oral, 3DV Best Student Paper Award
Recovering Accurate 3D Human Pose in The Wild Using IMUs and a Moving Camera
Timo von Marcard, Roberto Henschel, Michael Black, Bodo Rosenhahn, Gerard Pons-Moll
Recovering Accurate 3D Human Pose in The Wild Using IMUs and a Moving Camera
in European Conference on Computer Vision (ECCV), 2018.
3D Poses in the Wild (3DPW) dataset available to download!
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB
Dushyant Mehta, Oleksandr Sotnychenko, Franziska Mueller, Weipeng Xu, Srinath Sridhar, Gerard Pons-Moll, Christian Theobalt
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB
in International Conference on 3D Vision (3DV), 2018.
DoubleFusion: Real-time Capture of Human Performance with Inner Body Shape from a Depth Sensor
Tao Yu, Zerong Zheng, Kaiwen Guo, Jianhui Zhao, Dai Quionhai, Hao Li, Gerard Pons-Moll, Yebin Liu
DoubleFusion: Real-time Capture of Human Performance with Inner Body Shape from a Depth Sensor
in IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2018.
Oral
Video Based Reconstruction of 3D People Models
Thiemo Alldieck, Marcus Magnor, Weipeng Xu, Christian Theobalt, Gerard Pons-Moll
Video Based Reconstruction of 3D People Models
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
Spotlight
Single-Shot Multi-Person 3D Body Pose Estimation From Monocular RGB Input
Dushyant Mehta, Oleksandr Sotnychenko, Franziska Mueller, Weipeng Xu, Srinath Sridhar, Gerard Pons-Moll, Christian Theobalt
Single-Shot Multi-Person 3D Body Pose Estimation From Monocular RGB Input
in arXiv preprint arXiv:1712.03453, 2018.
arXiv
A Generative Model of People in Clothing
Christoph Lassner, Gerard Pons-Moll, Peter V. Gehler
A Generative Model of People in Clothing
in Proceedings IEEE International Conference on Computer Vision (ICCV), IEEE, 2017.
Spotlight
ClothCap: Seamless 4D Clothing Capture and Retargeting
Gerard Pons-Moll, Sergi Pujades, Sonny Hu, Michael Black
ClothCap: Seamless 4D Clothing Capture and Retargeting
in ACM Transactions on Graphics (SIGGRAPH), vol. 36, no. 4, 2017.
Data-Driven Physics for Human Soft Tissue Animation
Meekyoung Kim, Gerard Pons-Moll, Sergi Pujades, Seungbae Bang, Jinwook Kim, Michael J. Black, Sung-Hee Lee
Data-Driven Physics for Human Soft Tissue Animation
in ACM Transactions on Graphics, (Proc. SIGGRAPH), vol. 36, no. 4, 2017.
Detailed, accurate, human shape estimation from clothed 3D scan sequences
Chao Zhang, Sergi Pujades, Michael Black, Gerard Pons-Moll
Detailed, accurate, human shape estimation from clothed 3D scan sequences
in IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2017.
Spotlight
Dynamic FAUST: Registering Human Bodies in Motion
Federica Bogo, Javier Romero, Gerard Pons-Moll, Michael J. Black
Dynamic FAUST: Registering Human Bodies in Motion
in IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2017.
Oral
Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs
Timo von Marcard, Bodo Rosenhahn, Michael Black, Gerard Pons-Moll
Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs
in Computer Graphics Forum 36(2), Proceedings of the 38th Annual Conference of the European Association for Computer Graphics (Eurographics), 349-360 2017.
Best Paper Award
Human Pose Estimation from Video and IMUs
Timo von Marcard, Gerard Pons-Moll, Bodo Rosenhahn
Human Pose Estimation from Video and IMUs
in Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2016.
Metric Regression Forests for Correspondence Estimation
Gerard Pons-Moll, Jonathan Taylor, Jamie Shotton, Aaron Hertzmann, Andrew Fitzgibbon
Metric Regression Forests for Correspondence Estimation
in International Journal of Computer Vision (IJCV), 1-13 2015.
PDF
SMPL: A Skinned Multi-Person Linear Model
Matthew Loper, Naureen Mahmood, Javier Romero, Gerard Pons-Moll, Michael J. Black
SMPL: A Skinned Multi-Person Linear Model
in ACM Trans. Graphics (Proc. SIGGRAPH Asia), vol. 34, no. 6, ACM, 248:1-248:16 2015.
Dyna: A Model of Dynamic Human Shape in Motion
Gerard Pons-Moll, Javier Romero, Naureen Mahmood, Michael J. Black
Dyna: A Model of Dynamic Human Shape in Motion
in ACM Transactions on Graphics, (Proc. SIGGRAPH), vol. 34, no. 4, ACM, 120:1-120:14 2015.
Human Pose Estimation from Video and Inertial Sensors
Gerard Pons-Moll
Human Pose Estimation from Video and Inertial Sensors
PhD thesis, 2014.
PDF
Posebits for Monocular Human Pose Estimation
Gerard Pons-Moll, David J. Fleet, Bodo Rosenhahn
Posebits for Monocular Human Pose Estimation
in Proceedings IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2345-2352 2014.
PDF
Metric Regression Forests for Human Pose Estimation
Gerard Pons-Moll, Jonathan Taylor, Jamie Shotton, Aaron Hertzmann, Andrew Fitzgibbon
Metric Regression Forests for Human Pose Estimation
in British Machine Vision Conference (BMVC), BMVA Press, 2013.
Best Paper Award
PDF
Data-driven Manifolds for Outdoor Motion Capture
Gerard Pons-Moll, Laura Leal-Taixe, Juergen Gall, B. Rosenhahn
Data-driven Manifolds for Outdoor Motion Capture
in Outdoor and Large-Scale Real-World Scene Analysis, Springer, 305-328 2012.
PDF
PCA-enhanced stochastic optimization methods
Alina Kuznetsova, Gerard Pons-Moll, Bodo Rosenhahn
PCA-enhanced stochastic optimization methods
in German Conference on Pattern Recognition (GCPR), 2012.
Branch-and-price global optimization for multi-view multi-object tracking
Laura Leal-Taixe, Gerard Pons-Moll, Bodo Rosenhahn
Branch-and-price global optimization for multi-view multi-object tracking
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
Exploiting pedestrian interaction via global optimization and social behaviors
Laura Leal-Taixe, Gerard Pons-Moll, Bodo Rosenhahn
Exploiting pedestrian interaction via global optimization and social behaviors
in Theoretic Foundations of Computer Vision: Outdoor and Large-Scale Real-World Scene Analysis, Springer, 2012.
PDF
Everybody needs somebody: modeling social and grouping behavior on a linear programming multiple people tracker
Laura Leal-Taixe, Gerard Pons-Moll, Bodo Rosenhahn
Everybody needs somebody: modeling social and grouping behavior on a linear programming multiple people tracker
in IEEE International Conference on Computer Vision Workshops (IICCVW), 2011.
Outdoor Human Motion Capture using Inverse Kinematics and von Mises-Fisher Sampling
Gerard Pons-Moll, Andreas Baak, Juergen Gall, Laura Leal-Taixe, Meinard Mueller, Hans-Peter Seidel, Bodo Rosenhahn
Outdoor Human Motion Capture using Inverse Kinematics and von Mises-Fisher Sampling
in IEEE International Conference on Computer Vision (ICCV), 1243-1250 2011.
Efficient and Robust Shape Matching for Model Based Human Motion Capture
Gerard Pons-Moll, Laura Leal-Taixe, Tri Truong, Bodo Rosenhahn
Efficient and Robust Shape Matching for Model Based Human Motion Capture
in German Conference on Pattern Recognition (GCPR), 416-425 2011.
Oral
Model-Based Pose Estimation
Gerard Pons-Moll, Bodo Rosenhahn
Model-Based Pose Estimation
139-170 2011.
PDF
Analyzing and Evaluating Markerless Motion Tracking Using Inertial Sensors
Andreas Baak, Thomas Helten, Meinard Müller, Gerard Pons-Moll, Bodo Rosenhahn, Hans-Peter Seidel
Analyzing and Evaluating Markerless Motion Tracking Using Inertial Sensors
in European Conference on Computer Vision (ECCV Workshops), 2010.
Multisensor-Fusion for 3D Full-Body Human Motion Capture
Gerard Pons-Moll, Andreas Baak, Thomas Helten, Meinard Müller, Hans-Peter Seidel, Bodo Rosenhahn
Multisensor-Fusion for 3D Full-Body Human Motion Capture
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
Ball Joints for Marker-less Human Motion Capture
Gerard Pons-Moll, Bodo Rosenhahn
Ball Joints for Marker-less Human Motion Capture
in IEEE Workshop on Applications of Computer Vision (WACV), 2009.
PDF
4D Cardiac Segmentation of the Epicardium and Left Ventricle
Gerard Pons-Moll, Gilead Tadmor, Rob S. MacLeod, Bodo Rosenhahn, Dana H. Brooks
4D Cardiac Segmentation of the Epicardium and Left Ventricle
in World Congress of Medical Physics and Biomedical Engineering (WC), 2009.
Parametric Modeling of the Beating Heart with Respiratory Motion Extracted from Magnetic Resonance Images
Gerard Pons-Moll, Cano Crosas, Gilead Tadmor, Rob MacLeod, Bodo Rosenhahn, Dana Brooks
Parametric Modeling of the Beating Heart with Respiratory Motion Extracted from Magnetic Resonance Images
in IEEE Computers in Cardiology (CINC), 2009.