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The B-Spline Channel Representation: Channel Algebra and Channel Based Diffusion Filtering
Linköping University, Department of Electrical Engineering, Computer Vision. Linköping University, The Institute of Technology.ORCID iD: 0000-0002-6096-3648
n/a.
Linköping University, Department of Electrical Engineering, Computer Vision. Linköping University, The Institute of Technology.ORCID iD: 0000-0002-5698-5983
2002 (English)Report (Other academic)
Abstract [en]

In this paper we consider the channel representation based upon quadratic B-splines from a statistical point of view. Interpreting the channel representation as a kernel method for estimating probability density functions, we establish a channel algebra which allows to perform basic algebraic operations on measurements directly in the channel representation. Furthermore, as a central point, we identify the smoothing of channel values with a robust estimator, or equivalently, a diffusion process.

Place, publisher, year, edition, pages
Linköping, Sweden: Linköping University, Department of Electrical Engineering , 2002. , 26 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 2461
Keyword [en]
channel representation, splines, kernel method, channel algebra, robust estimator, diffusion
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:liu:diva-53306ISRN: LiTH-ISY-R-2461OAI: oai:DiVA.org:liu-53306DiVA: diva2:288621
Available from: 2010-01-21 Created: 2010-01-20 Last updated: 2016-05-04Bibliographically approved

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Felsberg, MichaelForssen, Per-Erik

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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