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Moment Invariants for 3D Flow Fields Using Normalization
Leipzig University,Germany.
Leipzig University,Germany.
German Aerospace, Center, Germany.ORCID iD: 0000-0001-7285-0483
Leipzig University,Germany.
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2015 (English)Conference paper, Published paper (Refereed)
Abstract [en]

We generalize the framework of moments and introduce a definition of invariants for three-dimensional vector fields. To do so, we use the method of moment normalization that has been shown to be useful in the two dimensions. Using invariant moments, we show how to search for patterns in these fields independent from their position, orientation and scale. From the first order vector moment tensor, we construct a complete and independent set of descriptors. We test the invariants in queries on synthetic and real world flow fields.

Place, publisher, year, edition, pages
2015.
Keyword [en]
flow visualization, pattern recognition
National Category
Computer Science
Identifiers
URN: urn:nbn:se:liu:diva-127649OAI: oai:DiVA.org:liu-127649DiVA: diva2:926335
Conference
Proceedings of IEEE Pacific Visualization. The 8th IEEE Pacific Visualization Symposium (PacificVis 2015)April 14 to 17, 2015 in Hangzhou, China during
Available from: 2016-05-06 Created: 2016-05-06 Last updated: 2016-08-31

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf