More infos coming soon!

Publications

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.
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
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.
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
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
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