Generative Choreographies: The Performance Dramaturgy of the Machine

Esbern Torgard Kaspersen, Dawid Górny , Cumhur Erkut, George Palamas

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

3 Citations (Scopus)

Abstract

This paper presents an approach for a full-body interactive environment in which performers manipulate virtual actors in order to augment a live performance. The aim of this research is to explore the role of generative animation to serve an interactive performance, as a dramaturgical approach in new media. The proposed system consists of three machine learning modules encoding a human’s movement into generative dance, performed by an avatar in a virtual world. First, we provide a detailed description of the technical aspects of the system. Afterwards, we discuss the critical aspects summarized on the basis of dance practice and new media technologies. In the process of this discussion, we emphasize the ability of the system to conform with a movement style and communicate choreographic semiotics, affording artists with new ways of engagement with their audiences.
Original languageEnglish
Title of host publicationProceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP
EditorsKadi Bouatouch, A. Augusto Sousa, Jose Braz
Number of pages8
PublisherSCITEPRESS Digital Library
Publication dateMar 2020
Pages319-326
ISBN (Electronic)978-989-758-402-2
DOIs
Publication statusPublished - Mar 2020
Event15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2020 - Valletta, Malta
Duration: 27 Feb 202029 Feb 2020

Conference

Conference15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2020
Country/TerritoryMalta
CityValletta
Period27/02/202029/02/2020
SponsorInstitute for Systems and Technologies of Information, Control and Communication (INSTICC)

Keywords

  • User interface design
  • New media
  • Procedural animation
  • Generative art
  • artificial agents
  • Human computer interaction
  • Virtual agents animation
  • Neural networks
  • Dramaturgy
  • Motion expressiveness

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