uu.seUppsala University Publications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association
  • vancouver
  • 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
Direct Weight Optimization Applied to Discontinuous Functions
Department of Electrical Engineering, Linköpings universitet. (Automatic Control)
Department of Electrical Engineering, Linköpings universitet. (Automatic Control)
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Centre for Image Analysis. Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Computerized Image Analysis.ORCID iD: 0000-0002-4405-6888
Department for Medical Engineering, Linköpings universitet. (Medical Informatics)
Show others and affiliations
2008 (English)In: Proceedings of the 47th IEEE Conference on Decision and Control, Cancun, Mexico: IEEE , 2008, 117-122 p.Conference paper, Published paper (Refereed)
Abstract [en]

The Direct Weight Optimization (DWO) approach is a nonparametric estimation approach that has appeared in recent years within the field of nonlinear system identification. In previous work, all function classes for which DWO has been studied have included only continuous functions. However, in many applications it would be desirable also to be able to handle discontinuous functions. Inspired by the bilateral filter method from image processing, such an extension of the DWO framework is proposed for the smoothing problem. Examples show that the properties of the new approach regarding the handling of discontinuities are similar to the bilateral filter, while at the same time DWO offers a greater flexibility with respect to different function classes handled.

Place, publisher, year, edition, pages
Cancun, Mexico: IEEE , 2008. 117-122 p.
Series
Proceedings / IEEE Conference on Decision and Control, ISSN 0191-2216 ; 47
National Category
Computer Vision and Robotics (Autonomous Systems)
Identifiers
URN: urn:nbn:se:uu:diva-87955DOI: 10.1109/CDC.2008.4738761ISBN: 978-1-4244-3123-6 (print)OAI: oai:DiVA.org:uu-87955DiVA: diva2:133994
Available from: 2009-01-16 Created: 2009-01-16 Last updated: 2016-04-22Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full text

Authority records BETA

Brun, Anders

Search in DiVA

By author/editor
Brun, Anders
By organisation
Centre for Image AnalysisComputerized Image Analysis
Computer Vision and Robotics (Autonomous Systems)

Search outside of DiVA

GoogleGoogle Scholar

doi
isbn
urn-nbn

Altmetric score

doi
isbn
urn-nbn
Total: 514 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association
  • vancouver
  • 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