Fitting globally stabilized algebraic surfaces to range data

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dc.contributor.authorSahin, T
dc.contributor.authorUnel, M
dc.date.accessioned2025-10-29T11:37:08Z
dc.date.issued2005
dc.departmentGebze Teknik Üniversitesi
dc.description10th IEEE International Conference on Computer Vision (ICCV 2005) -- OCT 17-20, 2005 -- Beijing, PEOPLES R CHINA
dc.description.abstractLinear fitting of implicit algebraic models to data usually suffers from global stability problems. Complicated object structures can accurately be modeled by closed-bounded surfaces of higher degrees using ridge regression. This paper derives an explicit formula for computing a Euclidean invariant 3D ridge regression matrix and applies it for the global stabilization of a particular linear fitting method. Experiments show that the proposed approach improves global stability of resulting surfaces significantly.
dc.description.sponsorshipIEEE,IEEE Comp Soc,Microsoft,intel,OMRON,SIEMENS,Mitsubishi Elect,Sarnoff Corp,Point Grey Res
dc.identifier.endpage1088
dc.identifier.isbn0-7695-2334-X
dc.identifier.issn1550-5499
dc.identifier.scopus2-s2.0-33745902226
dc.identifier.scopusqualityN/A
dc.identifier.startpage1083
dc.identifier.urihttps://hdl.handle.net/20.500.14854/13656
dc.identifier.wosWOS:000233155100142
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherIEEE Computer Soc
dc.relation.ispartofTenth IEEE International Conference on Computer Vision, Vols 1 and 2, Proceedings
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20251020
dc.subjectPolynomials
dc.subjectCurves
dc.titleFitting globally stabilized algebraic surfaces to range data
dc.typeConference Object

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