PandaNet: Anchor-Based Single-Shot Multi-Person 3D Pose Estimation
@article{Benzine2020PandaNetAS, title={PandaNet: Anchor-Based Single-Shot Multi-Person 3D Pose Estimation}, author={Abdallah Benzine and Florian Chabot and Bertrand Luvison and Quoc-Cuong Pham and C. Achard}, journal={2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year={2020}, pages={6855-6864} }
Recently, several deep learning models have been proposed for 3D human pose estimation. Nevertheless, most of these approaches only focus on the single-person case or estimate 3D pose of a few people at high resolution. Furthermore, many applications such as autonomous driving or crowd analysis require pose estimation of a large number of people possibly at low-resolution. In this work, we present PandaNet (Pose estimAtioN and Dectection Anchor-based Network), a new single-shot, anchor-based… Expand
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References
SHOWING 1-10 OF 51 REFERENCES
Deep, robust and single shot 3D multi-person human pose estimation in complex images
- Computer Science
- Pattern Recognit.
- 2021
- 2
- PDF
Deep, Robust and Single Shot 3D Multi-Person Human Pose Estimation from Monocular Images
- Computer Science
- 2019 IEEE International Conference on Image Processing (ICIP)
- 2019
- 7
- PDF
LCR-Net: Localization-Classification-Regression for Human Pose
- Computer Science
- 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- 2017
- 177
- PDF
Towards Accurate Multi-person Pose Estimation in the Wild
- Computer Science
- 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- 2017
- 379
- PDF
Single-Shot Multi-Person 3D Body Pose Estimation From Monocular RGB Input
- Computer Science
- ArXiv
- 2017
- 11
- Highly Influential
- PDF
LCR-Net++: Multi-Person 2D and 3D Pose Detection in Natural Images
- Computer Science, Medicine
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- 2020
- 122
- PDF
Cascaded Pyramid Network for Multi-person Pose Estimation
- Computer Science
- 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition
- 2018
- 431
- PDF
XNect: Real-time Multi-person 3D Human Pose Estimation with a Single RGB Camera
- Computer Science
- ACM Trans. Graph.
- 2020
- 32
- Highly Influential
- PDF
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network
- Computer Science
- ECCV
- 2018
- 101
- PDF
PifPaf: Composite Fields for Human Pose Estimation
- Computer Science
- 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
- 2019
- 81
- PDF