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