Approaches and Challenges in the Visual-interactive Comparison of Human Motion Data

Jürgen Bernard, Anna Vögele, Reinhard Klein, Dieter W. Fellner

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Abstract

Many analysis goals involving human motion capture (MoCap) data require the comparison of motion patterns. Pioneer works in visual analytics recently recognized visual comparison as substantial for visual-interactive analysis. This work reflects the design space for visual-interactive systems facilitating the visual comparison of human MoCap data, and presents a taxonomy comprising three primary factors, following the general visual analytics process: algorithmic models, visualizations for motion comparison, and back propagation of user feedback. Based on a literature review, relevant visual comparison approaches are discussed. We outline remaining challenges and inspiring works on MoCap data, information visualization, and visual analytics.
Original languageEnglish
Title of host publication Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
PublisherSciTePress
Pages217-224
Number of pages8
Volume3
ISBN (Print) 978-989-758-228-8
DOIs
Publication statusPublished - 2017
Event12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Porto, Portugal
Duration: 27 Feb 20171 Mar 2017

Conference

Conference12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
Abbreviated titleVISIGRAPP
CountryPortugal
CityPorto
Period27/02/171/03/17

Keywords

  • Guiding Theme: Visual Computing as a Service, Research Area: Human computer interaction (HCI), Comparative visualization, Human motion analysis, Human-computer interaction (HCI), Information visualization, Visual analytics, Information retrieval, Data mining, Machine learning

Fields of Expertise

  • Information, Communication & Computing

Cite this

Bernard, J., Vögele, A., Klein, R., & Fellner, D. W. (2017). Approaches and Challenges in the Visual-interactive Comparison of Human Motion Data. In Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (Vol. 3, pp. 217-224). SciTePress. https://doi.org/10.5220/0006127502170224