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 Martínez-González,

Michael Villamizar,

Jean-Marc Odobez

[pdf]

[bibtex]

@InProceedings{Martinez-Gonzalez_2021_ICCV, author = {Mart{\'\i}nez-Gonz\'alez, 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] [arXiv]

[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} }

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} }

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} }

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} }