(* indicates equal contribution)

Inferring Human Interaction from Motion Trajectories in Aerial Videos.

Tianmin Shu*, Yujia Peng*, Lifeng Fan, Song-Chun Zhu and Hongjing Lu.

39th Annual Meeting of the Cognitive Science Society (CogSci), 2017.

(Computational Modeling Prize)

Paper   Project   Bibtex

CERN: Confidence-Energy Recurrent Network for Group Activity Recognition

Tianmin Shu, Sinisa Todorovic and Song-Chun Zhu.

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

Paper   Supp   Bibtex

Learning Social Affordance Grammar from Videos:
Transferring Human Interactions to Human-Robot Interactions

Tianmin Shu, Xiaofeng Gao, Michael. S. Ryoo and Song-Chun Zhu.

IEEE International Conference on Robotics and Automation (ICRA), 2017.

Project   Paper   Slides   Bibtex   Media

Learning and Inferring "Dark Matter"
and Predicting Human Intents and Trajectories in Videos

Dan Xie, Tianmin Shu, Sinisa Todorovic and Song-Chun Zhu.

Accepted to TPAMI, 2017.

Project   Paper   Bibtex

Critical Features of Joint Actions that Signal Human Interaction

Tianmin Shu*, Steven Thurman*, Dawn Chen, Song-Chun Zhu and Hongjing Lu.

38th Annual Meeting of the Cognitive Science Society (CogSci), 2016.

Paper   Bibtex

Learning Social Affordance for Human-Robot Interaction

Tianmin Shu, M. S. Ryoo and Song-Chun Zhu.

25th International Joint Conference on Artificial Intelligence (IJCAI), 2016.

Project   Paper   Slides   Bibtex

Joint Inference of Groups, Events and Human Roles in Aerial Videos

Tianmin Shu, Dan Xie, Brandon Rothrock, Sinisa Todorovic and Song-Chun Zhu.

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

(Oral presentation, acceptance rate: 71/2123 = 3.3%)

Project   Paper   Supp  Slides   Bibtex