I am a research group leader in the Department of Perceiving Systems at the Max Planck Institute for Intelligent Systems, my group is funded by the DFG through the CRC 1233 on Robust Vision.
I am interested in the intersection between computer vision and machine learning with a focus on holistic visual scene understanding. In particular, I am interested in analyzing and modeling people in our complex visual scenes.
Offers: I am looking for highly motivated PhD student and PhD interns. I also have projects for bachelor and master thesis. If you are interested, please contact me direclty or send your application to ps-apply@tuebingen.mpg.de
I was a postdoctoral researcher at the Max Planck Instiute for Intelligent Systems, advised by Michael Black. I finished my PhD summa cum laude at the Max Planck Institute for Informatics, under the supervision of Prof. Bernt Schiele. Before that, I received Master degree in Computer Science at RWTH Aachen University, advised by Prof. Bastian Leibe and Bachelor degree in Computer Science and Technology Department at Zhejiang University, China. I was a research intern at National Institute of Informatics, under the supervision of Prof. Helmut Prendinger.
IJCV, TPAMI
CVPR 2016, ECCV 2016,
CVPR 2017, ICCV 2017, NIPS 2017, ICML 2017.
ps
Zhang, Y., Sun, H., Tang, S., Neumann, H.
Temporal Human Action Segmentation via Dynamic Clustering
arXiv, 2018 (techreport)
ps
Levinkov, E., Uhrig, J., Tang, S., Omran, M., Insafutdinov, E., Kirillov, A., Rother, C., Brox, T., Schiele, B., Andres, B.
Joint Graph Decomposition and Node Labeling by Local Search
Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017, IEEE, Piscataway, NJ, USA, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017 (conference)
ps
Insafutdinov, E., Andriluka, M., Pishchulin, L., Tang, S., Levinkov, E., Andres, B., Schiele, B.
Articulated Multi-person Tracking in the Wild
In Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017, IEEE, Piscataway, NJ, USA, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017, Oral (inproceedings)
ps
Tang, S., Andriluka, M., Andres, B., Schiele, B.
Multi People Tracking with Lifted Multicut and Person Re-identification
In Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017, IEEE, Piscataway, NJ, USA, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017 (inproceedings)
ps
Rohrbach, A., Rohrbach, M., Tang, S., Oh, S. J., Schiele, B.
Generating Descriptions with Grounded and Co-Referenced People
In Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017, IEEE, Piscataway, NJ, USA, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017 (inproceedings)
ps
Pishchulin, L., Insafutdinov, E., Tang, S., Andres, B., Andriluka, M., Gehler, P., Schiele, B.
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation
In IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2016 (inproceedings)
ps
Tang, S., Andres, B., Andriluka, M., Schiele, B.
Multi-Person Tracking by Multicuts and Deep Matching
ECCV Workshop on Benchmarking Mutliple Object Tracking, 2016 (conference)
ps
Keuper, M., Tang, S., Yu, Z., Andres, B., Brox, T., Schiele, B.
A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects
In arXiv:1607.06317, 2016 (inproceedings)
ps
Tang, S., Andres, B., Andriluka, M., Schiele, B.
Subgraph decomposition for multi-target tracking
In CVPR, 2015 (inproceedings)
ps
Tang, S., Andriluka, M., Milan, A., Schindler, K., Roth, S., Schiele, B.
Learning People Detectors for Tracking in Crowded Scenes.
2014, Scene Understanding Workshop (SUNw, CVPR workshop) (unpublished)
ps
Tang, S., Andriluka, M., Schiele, B.
Detection and Tracking of Occluded People
IJCV, 2014 (article)
ps
Tang, S., Andriluka, M., Milan, A., Schindler, K., Roth, S., Schiele, B.
Learning People Detectors for Tracking in Crowded Scenes
In ICCV, 2013 (inproceedings)
ps
Tang, S., Andriluka, M., Schiele, B.
Detection and Tracking of Occluded People
In British Machine Vision Conference (BMVC), 2012, BMVC Best Paper Award (inproceedings)
ps
Nakasone, A., Tang, S., Shigematsu, M., Heinecke, B., Fujimoto, S., Prendinger, H.
OpenBioSafetyLab: A virtual world based biosafety training application for medical students
In International Conference on Information Technology: New Generations (ITNG), IEEE CPS, 2011 (inproceedings)
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