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Effect of data scaling on color device model fitting
dc.contributor.author | Donevski, Davor |
dc.contributor.author | Milcic, Diana |
dc.contributor.author | Banic, Dubravko |
dc.date.accessioned | 2010-11-10T18:50:51Z |
dc.date.available | 2010-11-10T18:50:51Z |
dc.date.issued | 2010-10 |
dc.identifier.citation | Donevski, Davor; Milcic, Diana; Banic, Dubravko. Effect of data scaling on color device model fitting. "Journal of Industrial Engineering and Management", Octubre 2010, vol. 3, núm. 2, p. 399-407. |
dc.identifier.issn | 2013-0953 |
dc.identifier.uri | http://hdl.handle.net/2099/9412 |
dc.description.abstract | Output devices in print production can be characterized by different characterization methods. One commonly used method of color device characterization is least squares fitting. In essence, the least squares fitting is used to determine the coefficients of a predetermined polynomial, such that the sum of squared differences between the values predicted by the model and the empirical data is minimal. The choice of the polynomial order and the cross product terms which best describe the behavior of a certain device is not obvious. This paper is a part of a larger study which investigates the criteria in the measurement data which can be used for optimal model selection. The part of the study covered in this paper addresses the data over fitting problem. It is investigated by comparing the performance of models of different polynomial orders on two different domains. |
dc.format.extent | 9 p. |
dc.language.iso | eng |
dc.publisher | School of Industrial and Aeronautic Engineering of Terrassa (ETSEIAT). Universitat Politècnica de Catalunya (UPC) |
dc.rights | Attribution-NonCommercial 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::So, imatge i multimèdia::Creació multimèdia::Imatge digital |
dc.subject.lcsh | Regression analysis--Graphic methods |
dc.subject.lcsh | Printers |
dc.subject.lcsh | Color computer printers |
dc.subject.lcsh | Least squares |
dc.subject.other | Regression model |
dc.subject.other | Characterization data |
dc.subject.other | Printer characterization |
dc.subject.other | Color reproduction |
dc.title | Effect of data scaling on color device model fitting |
dc.type | Article |
dc.subject.lemac | Impressió digital |
dc.subject.lemac | Color -- Anàlisi |
dc.subject.lemac | Mínims quadrats |
dc.identifier.dl | B-28744-2008 |
dc.description.peerreviewed | Peer Reviewed |
dc.rights.access | Open Access |
local.citation.author | Donevski, Davor; Milcic, Diana; Banic, Dubravko |
local.citation.publicationName | Journal of Industrial Engineering and Management |
local.citation.volume | 3 |
local.citation.number | 2 |
local.citation.startingPage | 399 |
local.citation.endingPage | 407 |
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2010, vol. 3, núm. 2 [11]
Special Issue - Management of Technologies: Step to Sustainable Production