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Reference TypeConference Proceedings
Repositorysid.inpe.br/sibgrapi@80/2007/09.18.20.44
Metadatasid.inpe.br/sibgrapi@80/2007/09.18.20.44.30
Sitesibgrapi.sid.inpe.br
Citation KeyFreitasAvilPapa:2007:SeSuVe
Author1 Freitas, Greice Martins de
2 Avila, Ana Maria Heuminski de
3 Papa, Joao Paulo
Affiliation1 CEPAGRI/UNICAMP
2 CEPAGRI/UNICAMP
3 IC/UNICAMP
TitleSemi-Supervised Support Vector Rainfall Estimation Using Satellite Images
Conference NameBrazilian Symposium on Computer Graphics and Image Processing, 20 (SIBGRAPI)
Year2007
EditorGonçalves, Luiz
Wu, Shin Ting
Book TitleProceedings
DateOct. 7-10, 2007
Publisher CityPorto Alegre
PublisherSociedade Brasileira de Computação
Conference LocationBelo Horizonte
Keywordsrainfall estimation, semi-supervised support vector machines.
AbstractIn this paper we introduce the use of semi-supervised support vector machines for rainfall estimation using images obtained from visible and infrared NOAA satellite channels. Two experiments were performed, one involving traditional SVM and other using semi-supervised SVM (S3VM). The S3VM approach outperforms SVM in our experiments, with can be seen as a good methodology for rainfall satellite estimation, due to the large amount of unlabeled data. .
Languageen
Tertiary TypeTechnical Poster
FormatOn-line
Size45 KiB
Number of Files1
Target Filefreitas.pdf
Last Update2007:09.18.20.44.29 sid.inpe.br/banon/2001/03.30.15.38 administrator
Metadata Last Update2020:02.19.03.06.19 sid.inpe.br/banon/2001/03.30.15.38 administrator {D 2007}
Document Stagecompleted
Is the master or a copy?is the master
Mirrorsid.inpe.br/sibgrapi@80/2007/08.02.16.22
User Groupjpaulo@ic.unicamp.br administrator
Visibilityshown
Transferable1
Host Collectionsid.inpe.br/banon/2001/03.30.15.38
Content TypeExternal Contribution
source Directory Contentthere are no files
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History2008-07-17 14:09:44 :: jpaulo@ic.unicamp.br -> administrator ::
2009-08-13 20:38:34 :: administrator -> banon ::
2010-08-28 20:02:30 :: banon -> administrator ::
2020-02-19 03:06:19 :: administrator -> :: 2007
Empty Fieldsaccessionnumber archivingpolicy archivist area callnumber copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi e-mailaddress edition electronicmailaddress group holdercode isbn issn label lineage mark 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
Access Date2020, Oct. 24

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