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When Dance Video Archives Challenge Computer Vision

arXiv 2505.07249 ↗First posted 12 May 2025cs.CVcited by 0

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Abstract (arXiv)

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/

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 13 of its 27 references that are in the map. First posted on arXiv 12 May 2025.

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References · 13

  1. 2020An Image is Worth 16x16 Words: Transformers for Image Recognition at Scalecited by 30,186
  2. 2024SAM 2: Segment Anything in Images and Videoscited by 2,863
  3. 2019Expressive Body Capture: 3D Hands, Face, and Body from a Single Imagecited by 1,612
  4. 2023DUSt3R: Geometric 3D Vision Made Easycited by 1,567
  5. 2024Grounding Image Matching in 3D with MASt3Rcited by 983
  6. 2022YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectorscited by 982
  7. 2021DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motioncited by 217
  8. 2022CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completioncited by 160
  9. 2024Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shotcited by 101
  10. 2024MS-MANO: Enabling Hand Pose Tracking with Biomechanical Constraintscited by 9
  11. 2019An Extensive Review of Computational Dance Automation Techniques and Applicationscited by 8
  12. 2023Neuromorphic High-Frequency 3D Dancing Pose Estimation in Dynamic Environmentcited by 8
1 more
  1. 2023FLAME-based Multi-View 3D Face Reconstructioncited by 3

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