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