Human Motion Capture
Publications

Yao A., Gall J., van Gool L., and Urtasun R.,
Learning Probabilistic Non-Linear Latent Variable Models for Tracking Complex Activities,
Neural Information Processing Systems (NIPS'11), To appear.
Pons-Moll G., Baak A., Gall J., Leal-Taixe L., Mueller M., Seidel H.-P., Rosenhahn B.,
Outdoor Human Motion Capture using Inverse Kinematics and von Mises-Fisher Sampling (PDF, Images),
International Conference on Computer Vision (ICCV'11), To appear.
Stoll C., Hasler N., Gall J., Seidel H.-P., and Theobalt C.,
Fast Articulated Motion Tracking using a Sums of Gaussians Body Model (PDF, Images/Videos),
International Conference on Computer Vision (ICCV'11), To appear.
Gall J., Fossati A., and van Gool L.,
Functional Categorization of Objects using Real-time Markerless Motion Capture (PDF, Images/Video/Data),
IEEE Conference on Computer Vision and Pattern Recognition (CVPR'11), 1969-1976, 2011.
©IEEE
Liu Y., Stoll C., Gall J., Seidel H.-P., and Theobalt C.,
Markerless Motion Capture of Interacting Characters Using Multi-view Image Segmentation (PDF, Images/Video/Data),
IEEE Conference on Computer Vision and Pattern Recognition (CVPR'11), 1249-1256, 2011.
©IEEE
Stoll C., Gall J., de Aguiar E., Thrun S., and Theobalt C.,
Video-based Reconstruction of Animatable Human Characters (PDF, Images/Videos), ACM Transactions on Graphics (SIGGRAPH Asia 2010), Vol. 29, No. 6, 2010.
©ACM
Gall J., Yao A., and van Gool L.,
2D Action Recognition Serves 3D Human Pose Estimation (PDF, Images/Videos/Code),
European Conference on Computer Vision (ECCV'10), Springer, LNCS 6313, 425-438, 2010. ©Springer
Brox T., Rosenhahn B., Gall J., and Cremers D.,
Combined Region- and Motion-based 3D Tracking of Rigid and Articulated Objects
(PDF),
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol 32(3), 402-415, 2010.
©IEEE
Gall J., Rosenhahn B., Brox T., and Seidel H.-P.,
Optimization and Filtering for Human Motion Capture - A Multi-layer Framework
(PDF,
Images/Videos),
International Journal of Computer Vision, Special Issue on Evaluation of Articulated Human Motion and Pose Estimation, Vol 87(1), 75-92, Springer, 2010.
©Springer-Verlag
Shaheen M., Gall J., Strzodka R., van Gool L., and Seidel H.-P.,
A Comparison of 3D Model-based Tracking Approaches for Human Motion Capture in Uncontrolled Environments
(PDF,
Images/Videos),
IEEE Workshop on Applications of Computer Vision (WACV'09), 2009.
©IEEE
Gall J., Stoll C., de Aguiar E., Theobalt C., Rosenhahn B., and Seidel H.-P.,
Motion Capture Using Joint Skeleton Tracking and Surface Estimation
(PDF,
Images/Videos/Data),
IEEE Conference on Computer Vision and Pattern Recognition (CVPR'09), 2009.
©IEEE
Hasler N., Rosenhahn B., Thormählen T., Wand M., Gall J., and Seidel H.-P.,
Markerless Motion Capture with Unsynchronized Moving Cameras
(PDF,
Images/Videos),
IEEE Conference on Computer Vision and Pattern Recognition (CVPR'09), 2009.
©IEEE
Gall J., Rosenhahn B., and Seidel H.-P.,
Drift-free Tracking of Rigid and Articulated Objects
(PDF,
Images/Videos),
IEEE Conference on Computer Vision and Pattern Recognition (CVPR'08), 2008.
©IEEE
Gall J., Brox T., Rosenhahn B., and Seidel H.-P.,
Global Stochastic Optimization for Robust and Accurate Human Motion Capture
(PDF),
Technical Report MPI-I-2007-4-008, Department 4: Computer Graphics, Max-Planck Institute für Informatik, Saarbrücken, Germany, Dec. 2007.
Gall J., Rosenhahn B., and Seidel H.-P.,
Clustered Stochastic Optimization for Object Recognition and Pose Estimation
(PDF,
Images/Videos),
29th Annual Symposium of the German Association for Pattern Recognition (DAGM'07), Springer, LNCS 4713, 32-41, 2007.
©Springer-Verlag
Gall J., Rosenhahn B., Brox T., and Seidel H.-P.,
Learning for Multi-View 3D Tracking in the Context of Particle Filters
(PDF,
Images/Videos),
International Symposium on Visual Computing (ISVC'06), Springer, LNCS 4292, 59-69, 2006.
©Springer-Verlag