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Learning structure-guided diffusion model for 2d human pose estimation

Z Qiu, Q Yang, J Wang, X Wang, C Xu, D Fu… - arXiv preprint arXiv …, 2023 - arxiv.org
One of the mainstream schemes for 2D human pose estimation (HPE) is learning keypoints
heatmaps by a neural network. Existing methods typically improve the quality of heatmaps
by customized architectures, such as high-resolution representation and vision
Transformers. In this paper, we propose\textbf {DiffusionPose}, a new scheme that
formulates 2D HPE as a keypoints heatmaps generation problem from noised heatmaps.
During training, the keypoints are diffused to random distribution by adding noises and the …
被引用次数：13 相关文章 所有 2 个版本

[引用][C] Learning structure-guided diffusion model for 2d human pose estimation (2023)

Z Qiu, Q Yang, J Wang, X Wang, C Xu, D Fu, K Yao… - arXiv preprint arXiv:2306.17074
被引用次数：3 相关文章
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