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Reference TypeConference Paper (Conference Proceedings)
Sitesibgrapi.sid.inpe.br
Identifier6qtX3pFwXQZeBBx/GLv3s
Repositorysid.inpe.br/banon/2005/07.15.16.20
Last Update2005:07.15.03.00.00 (UTC) administrator
Metadatasid.inpe.br/banon/2005/07.15.16.20.19
Metadata Last Update2020:02.19.03.19.18 (UTC) administrator
Citation KeyHirata:2005:BiImOp
TitleBinary image operator design based on stacked generalization
FormatOn-line
Year2005
Access Date2021, Nov. 27
Number of Files1
Size506 KiB
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AuthorHirata, Nina Sumiko Tomita
AffiliationDepartment of Computer Science, Institute of Mathematics and Statistics, University of Sao Paulo
EditorRodrigues, Maria Andr?ia Formico
Frery, Alejandro C?sar
e-Mail Addressnina@ime.usp.br
Conference NameBrazilian Symposium on Computer Graphics and Image Processing, 18 (SIBGRAPI)
Conference LocationNatal
Date9-12 Oct. 2005
PublisherIEEE Computer Society
Publisher CityLos Alamitos
Book TitleProceedings
Tertiary TypeFull Paper
History (UTC)2008-07-17 14:11:00 :: nina -> banon ::
2008-08-26 15:17:02 :: banon -> administrator ::
2009-08-13 20:37:53 :: administrator -> banon ::
2010-08-28 20:01:19 :: banon -> administrator ::
2020-02-19 03:19:18 :: administrator -> :: 2005
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Content Stagecompleted
Transferable1
Content TypeExternal Contribution
Keywordsstacked generalization
image operator design
multi-stage training
AbstractStacked generalization refers to any learning schema that consists of multiple levels of training. Level zero classifiers are those that depend solely on input data while classifiers at other levels may use the output of lower levels as the input. Stacked generalization can be used to address the difficulties related to the design of image operators defined on large windows. This paper describes a simple stacked generalization schema for the design of binary image operators and presents several application examples that show its effectiveness as a training schema.
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data URLhttp://urlib.net/ibi/6qtX3pFwXQZeBBx/GLv3s
zipped data URLhttp://urlib.net/zip/6qtX3pFwXQZeBBx/GLv3s
Languageen
Target Filehiratan.pdf
User Groupnina administrator
Visibilityshown
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Host Collectionsid.inpe.br/banon/2001/03.30.15.38
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Empty Fieldsaccessionnumber archivingpolicy archivist area callnumber copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi edition electronicmailaddress group holdercode isbn issn label lineage mark mirrorrepository nextedition nexthigherunit notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url versiontype volume

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