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| Main Authors: | , , , , |
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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2505.07249 |
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| _version_ | 1866918017616576512 |
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| author | Colantoni, Philippe Ahmed, Rafique Ghimire, Prashant Muselet, Damien Trémeau, Alain |
| author_facet | Colantoni, Philippe Ahmed, Rafique Ghimire, Prashant Muselet, Damien Trémeau, Alain |
| contents | The accuracy and efficiency of human body pose estimation depend on the quality of the data to be processed and of the particularities of these data. To demonstrate how dance videos can challenge pose estimation techniques, we proposed a new 3D human body pose estimation pipeline which combined up-to-date techniques and methods that had not been yet used in dance analysis. Second, we performed tests and extensive experimentations from dance video archives, and used visual analytic tools to evaluate the impact of several data parameters on human body pose. Our results are publicly available for research at https://www.couleur.org/articles/arXiv-1-2025/ |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2505_07249 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | When Dance Video Archives Challenge Computer Vision Colantoni, Philippe Ahmed, Rafique Ghimire, Prashant Muselet, Damien Trémeau, Alain Computer Vision and Pattern Recognition The accuracy and efficiency of human body pose estimation depend on the quality of the data to be processed and of the particularities of these data. To demonstrate how dance videos can challenge pose estimation techniques, we proposed a new 3D human body pose estimation pipeline which combined up-to-date techniques and methods that had not been yet used in dance analysis. Second, we performed tests and extensive experimentations from dance video archives, and used visual analytic tools to evaluate the impact of several data parameters on human body pose. Our results are publicly available for research at https://www.couleur.org/articles/arXiv-1-2025/ |
| title | When Dance Video Archives Challenge Computer Vision |
| topic | Computer Vision and Pattern Recognition |
| url | https://arxiv.org/abs/2505.07249 |