An Extensive Review of Computational Dance Automation Techniques and Applications
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Abstract (arXiv)
Dance is an art and when technology meets this kind of art, it's a novel attempt in itself. Several researchers have attempted to automate several aspects of dance, right from dance notation to choreography. Furthermore, we have encountered several applications of dance automation like e-learning, heritage preservation, etc. Despite several attempts by researchers for more than two decades in various styles of dance all round the world, we found a review paper that portrays the research status in this area dating to 1990 citepolitis1990computers. Hence, we decide to come up with a comprehensive review article that showcases several aspects of dance automation. This paper is an attempt to review research work reported in the literature, categorize and group all research work completed so far in the field of automating dance. We have explicitly identified six major categories corresponding to the use of computers in dance automation namely dance representation, dance capturing, dance semantics, dance generation, dance processing approaches and applications of dance automation systems. We classified several research papers under these categories according to their research approach and functionality. With the help of proposed categories and subcategories one can easily determine the state of research and the new avenues left for exploration in the field of dance automation.
Key facts. Cited by 8 papers in the map (data through 13 Oct 2026). First posted on arXiv 3 Jun 2019.
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Citing papers per year: 2023: 2; 2024: 2; 2025: 3; 2026: 1.
8 papers.
- 2023Music-Driven Group Choreographycited by 36
- 2023Controllable Group Choreography using Contrastive Diffusioncited by 17
- 2024Scalable Group Choreography via Variational Phase Manifold Learningcited by 4
- 2025TCDiff++: An End-to-end Trajectory-Controllable Diffusion Model for Harmonious Music-Driven Group Choreographycited by 4
- 2024Harmonious Group Choreography with Trajectory-Controllable Diffusioncited by 3
- 2025ST-GDance: Long-Term and Collision-Free Group Choreography from Musiccited by 1
- 2025When Dance Video Archives Challenge Computer Visioncited by 0
- 2026ST-GDance++: A Scalable Spatial-Temporal Diffusion for Long-Duration Group Choreographycited by 0
- 2026ST-GDance++: A Scalable Spatial-Temporal Diffusion for Long-Duration Group Choreography20 Mar 2026
- 2025ST-GDance: Long-Term and Collision-Free Group Choreography from Music29 Jul 2025
- 2025TCDiff++: An End-to-end Trajectory-Controllable Diffusion Model for Harmonious Music-Driven Group Choreography23 Jun 2025
- 2025When Dance Video Archives Challenge Computer Vision12 May 2025
- 2024Scalable Group Choreography via Variational Phase Manifold Learning26 Jul 2024
- 2024Harmonious Group Choreography with Trajectory-Controllable Diffusion10 Mar 2024
- 2023Controllable Group Choreography using Contrastive Diffusion29 Oct 2023
- 2023Music-Driven Group Choreography22 Mar 2023