A sketch-based interface for classifying and visualizing vector fields

Jishang Wei, Chaoli Wang, Kwan Liu Ma, Hongfeng Yu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

33 Scopus citations

Abstract

In flow visualization, field lines are often used to convey both global and local structure and movement of the flow. One challenge is to find and classify the representative field lines. Most existing solutions follow an automatic approach that generates field lines characterizing the flow and arranges these lines into a single picture. In our work, we advocate a user-centric approach to exploring 3D vector fields. Our method allows the user to sketch 2D curves for pattern matching in 2D and field lines clustering in 3D. Specifically, a 3D field line whose view-dependent 2D projection is most similar to the user drawing will be identified and utilized to extract all similar 3D field lines. Furthermore, we employ an automatic clustering method to generate field-line templates for the user to locate subfields of interest. This semi-automatic process leverages the user's knowledge about the flow field through intuitive user interaction, resulting in a promising alternative to existing flow visualization solutions. With our sketch-based interface, the user can effectively dissect the flow field and make more structured visualization for analysis or presentation.

Original languageEnglish (US)
Title of host publicationIEEE Pacific Visualization Symposium 2010, PacificVis 2010 - Proceedings
Pages129-136
Number of pages8
DOIs
Publication statusPublished - May 6 2010
EventIEEE Pacific Visualization Symposium 2010, PacificVis 2010 - Taipei, Taiwan, Province of China
Duration: Mar 2 2010Mar 5 2010

Publication series

NameIEEE Pacific Visualization Symposium 2010, PacificVis 2010 - Proceedings

Other

OtherIEEE Pacific Visualization Symposium 2010, PacificVis 2010
CountryTaiwan, Province of China
CityTaipei
Period3/2/103/5/10

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ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Computer Vision and Pattern Recognition
  • Software

Cite this

Wei, J., Wang, C., Ma, K. L., & Yu, H. (2010). A sketch-based interface for classifying and visualizing vector fields. In IEEE Pacific Visualization Symposium 2010, PacificVis 2010 - Proceedings (pp. 129-136). [5429603] (IEEE Pacific Visualization Symposium 2010, PacificVis 2010 - Proceedings). https://doi.org/10.1109/PACIFICVIS.2010.5429603