Human Trajectory and Pose Dynamics Forecasting in the Wild


Learning Decoupled Representations for Human Pose Forecasting
Behnam Parsaeifard,
Saeed Saadatnejad,
Yuejiang Liu,
Taylor Mordan,
Alexandre Alahi
[pdf]
[bibtex]
@InProceedings{Parsaeifard_2021_ICCV, author = {Parsaeifard, Behnam and Saadatnejad, Saeed and Liu, Yuejiang and Mordan, Taylor and Alahi, Alexandre}, title = {Learning Decoupled Representations for Human Pose Forecasting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2294-2303} }

Pose Transformers (POTR): Human Motion Prediction With Non-Autoregressive Transformers
Angel Martinez-Gonzalez,
Michael Villamizar,
Jean-Marc Odobez
[pdf]
[bibtex]
@InProceedings{Martinez-Gonzalez_2021_ICCV, author = {Martinez-Gonzalez, Angel and Villamizar, Michael and Odobez, Jean-Marc}, title = {Pose Transformers (POTR): Human Motion Prediction With Non-Autoregressive Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2276-2284} }

Simple Baseline for Single Human Motion Forecasting
Chenxi Wang,
Yunfeng Wang,
Zixuan Huang,
Zhiwen Chen
[pdf]
[bibtex]
@InProceedings{Wang_2021_ICCV, author = {Wang, Chenxi and Wang, Yunfeng and Huang, Zixuan and Chen, Zhiwen}, title = {Simple Baseline for Single Human Motion Forecasting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2260-2265} }

SCAT: Stride Consistency With Auto-Regressive Regressor and Transformer for Hand Pose Estimation
Daiheng Gao,
Bang Zhang,
Qi Wang,
Xindi Zhang,
Pan Pan,
Yinghui Xu
[pdf] [supp]
[bibtex]
@InProceedings{Gao_2021_ICCV, author = {Gao, Daiheng and Zhang, Bang and Wang, Qi and Zhang, Xindi and Pan, Pan and Xu, Yinghui}, title = {SCAT: Stride Consistency With Auto-Regressive Regressor and Transformer for Hand Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2266-2275} }

STIRNet: A Spatial-Temporal Interaction-Aware Recursive Network for Human Trajectory Prediction
Yusheng Peng,
Gaofeng Zhang,
Xiangyu Li,
Liping Zheng
[pdf]
[bibtex]
@InProceedings{Peng_2021_ICCV, author = {Peng, Yusheng and Zhang, Gaofeng and Li, Xiangyu and Zheng, Liping}, title = {STIRNet: A Spatial-Temporal Interaction-Aware Recursive Network for Human Trajectory Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2285-2293} }

Multi-Input Fusion for Practical Pedestrian Intention Prediction
Ankur Singh,
Upendra Suddamalla
[pdf]
[bibtex]
@InProceedings{Singh_2021_ICCV, author = {Singh, Ankur and Suddamalla, Upendra}, title = {Multi-Input Fusion for Practical Pedestrian Intention Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2304-2311} }