Paper-List

Our research interests include pose estimation, human parsing and skeleton-base action recognition.

Pose Estimation

AMANet: Adaptive Multi-Path Aggregation for Learning Human 2D-3D Correspondences (TMM 2021)

• paper
• PPT (release soon)
• code

Semantic-aware Transfer with Instance-adaptive Parsing for Crowded Scenes Pose Estimation (MM 2021)

• paper
• PPT
• Poster
• code

RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation (AAAI 2021)

• paper
• PPT
• code

KTN: Knowledge Transfer Network for Multi-person DensePose Estimation (MM 2020)

• paper
• PPT
• code

Human Parsing

Skeleton-Base Action Recognition

ACFL: Skeleton-based Action Recognition via Adaptive Cross-Form Learning (MM 2022)

• paper
• PPT (release soon)
• code

BibTeX

@article{wang2021amanet,
  title={AMANet: Adaptive Multi-Path Aggregation for Learning Human 2D-3D Correspondences},
  author={Wang, Xuanhan and Gao, Lianli and Song, Jingkuan and Guo, Yuyu and Shen, Heng Tao},
  journal={IEEE Transactions on Multimedia},
  year={2021},
  publisher={IEEE}
}

@inproceedings{wang2021semantic,
  title={Semantic-aware Transfer with Instance-adaptive Parsing for Crowded Scenes Pose Estimation},
  author={Wang, Xuanhan and Gao, Lianli and Dai, Yan and Zhou, Yixuan and Song, Jingkuan},
  booktitle={Proceedings of the 29th ACM International Conference on Multimedia},
  pages={686--694},
  year={2021}
}

@inproceedings{dai2021rsgnet,
  title={RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation},
  author={Dai, Yan and Wang, Xuanhan and Gao, Lianli and Song, Jingkuan and Shen, Heng Tao},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={35},
  number={2},
  pages={1193--1200},
  year={2021}
}

@inproceedings{wang2020ktn,
  title={KTN: Knowledge Transfer Network for Multi-person DensePose Estimation},
  author={Wang, Xuanhan and Gao, Lianli and Song, Jingkuan and Shen, Heng Tao},
  booktitle={Proceedings of the 28th ACM International Conference on Multimedia},
  pages={3780--3788},
  year={2020}
}

@inproceedings{WangACFL,
  title = {Skeleton-based Action Recognition via Adaptive Cross-Form Learning},
  author={Xuanhan Wang and Yan Dai and Lianli Gao and Jingkuan Song},
  booktitle = {ACM MM},
  year={2022}
}