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Body(3D,Kpt,Mview,Img)




Campus Dataset


Voxelpose + Voxelpose on Campus

VoxelPose (ECCV'2020)
@inproceedings{tumultipose,
  title={VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment},
  author={Tu, Hanyue and Wang, Chunyu and Zeng, Wenjun},
  booktitle={ECCV},
  year={2020}
}
Campus (CVPR'2014)
@inproceedings {belagian14multi,
    title = {{3D} Pictorial Structures for Multiple Human Pose Estimation},
    author = {Belagiannis, Vasileios and Amin, Sikandar and Andriluka, Mykhaylo and Schiele, Bernt and Navab
    Nassir and Ilic, Slobodan},
    booktitle = {IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR)},
    year = {2014},
    month = {June},
    organization={IEEE}
}

Results on Campus dataset.

Arch Actor 1 Actor 2 Actor 3 Average ckpt log
prn32_cpn80_res50 97.76 93.92 98.48 96.72 ckpt log
prn64_cpn80_res50 97.76 93.33 98.77 96.62 ckpt log



Panoptic Dataset


Voxelpose + Voxelpose + Prn64x64x64 + Cpn80x80x20 + Panoptic on Panoptic

VoxelPose (ECCV'2020)
@inproceedings{tumultipose,
  title={VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment},
  author={Tu, Hanyue and Wang, Chunyu and Zeng, Wenjun},
  booktitle={ECCV},
  year={2020}
}
CMU Panoptic (ICCV'2015)
@Article = {joo_iccv_2015,
author = {Hanbyul Joo, Hao Liu, Lei Tan, Lin Gui, Bart Nabbe, Iain Matthews, Takeo Kanade, Shohei Nobuhara, and Yaser Sheikh},
title = {Panoptic Studio: A Massively Multiview System for Social Motion Capture},
booktitle = {ICCV},
year = {2015}
}

Results on CMU Panoptic dataset.

Arch mAP mAR MPJPE Recall@500mm ckpt log
prn64_cpn80_res50 97.31 97.99 17.57 99.85 ckpt log



Shelf Dataset


Voxelpose + Voxelpose on Shelf

VoxelPose (ECCV'2020)
@inproceedings{tumultipose,
  title={VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment},
  author={Tu, Hanyue and Wang, Chunyu and Zeng, Wenjun},
  booktitle={ECCV},
  year={2020}
}
Shelf (CVPR'2014)
@inproceedings {belagian14multi,
    title = {{3D} Pictorial Structures for Multiple Human Pose Estimation},
    author = {Belagiannis, Vasileios and Amin, Sikandar and Andriluka, Mykhaylo and Schiele, Bernt and Navab
    Nassir and Ilic, Slobo
    booktitle = {IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR)},
    year = {2014},
    month = {June},
    organization={IEEE}
}

Results on Shelf dataset.

Arch Actor 1 Actor 2 Actor 3 Average ckpt log
prn32_cpn48_res50 99.10 94.86 97.52 97.16 ckpt log
prn64_cpn80_res50 99.00 94.59 97.64 97.08 ckpt log
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