Deep Inertial Poser Learning to Reconstruct Human Pose from SparseInertial 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 SparseInertial Measurements in Real Time
in ACM Transactions on Graphics, (Proc. SIGGRAPH Asia), vol. 37, no. 6, 185:1-185:15 2018.
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.
Full 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
Yu Tao, 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
PDF
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.
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, Sungbae Bang, Jinwwok Kim, Michael 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.
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.
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.
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
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.
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
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.
Model-Based Pose Estimation
Gerard Pons-Moll, Bodo Rosenhahn
Model-Based Pose Estimation
139-170 2011.
PDF
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
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.