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1. Identity statement
Reference TypeConference Paper (Conference Proceedings)
Sitesibgrapi.sid.inpe.br
Holder Codeibi 8JMKD3MGPEW34M/46T9EHH
Identifier8JMKD3MGPAW/3M5BFUB
Repositorysid.inpe.br/sibgrapi/2016/07.21.02.03
Last Update2016:07.21.02.03.13 (UTC) administrator
Metadata Repositorysid.inpe.br/sibgrapi/2016/07.21.02.03.13
Metadata Last Update2022:06.14.00.08.30 (UTC) administrator
DOI10.1109/SIBGRAPI.2016.039
Citation KeyRamosWataTrai:2016:NoPrTe
TitleFOMP: A Novel Preprocessing Technique to Speed-Up the Outlier Removal from Matched Points
FormatOn-line
Year2016
Access Date2025, Mar. 21
Number of Files1
Size25178 KiB
2. Context
Author1 Ramos, Jonathan da Silva
2 Watanabe, Carolina Yukari Veludo
3 Traina, Agma Juci Machado
Affiliation1 University of São Paulo
2 Federal University of Rondônia
3 University of São Paulo
EditorAliaga, Daniel G.
Davis, Larry S.
Farias, Ricardo C.
Fernandes, Leandro A. F.
Gibson, Stuart J.
Giraldi, Gilson A.
Gois, João Paulo
Maciel, Anderson
Menotti, David
Miranda, Paulo A. V.
Musse, Soraia
Namikawa, Laercio
Pamplona, Mauricio
Papa, João Paulo
Santos, Jefersson dos
Schwartz, William Robson
Thomaz, Carlos E.
e-Mail Addressjonathansramos@gmail.com
Conference NameConference on Graphics, Patterns and Images, 29 (SIBGRAPI)
Conference LocationSão José dos Campos, SP, Brazil
Date4-7 Oct. 2016
PublisherIEEE Computer Society´s Conference Publishing Services
Publisher CityLos Alamitos
Book TitleProceedings
Tertiary TypeFull Paper
History (UTC)2016-07-21 02:03:13 :: jonathansramos@gmail.com -> administrator ::
2016-10-05 14:49:14 :: administrator -> jonathansramos@gmail.com :: 2016
2016-10-13 03:19:58 :: jonathansramos@gmail.com -> administrator :: 2016
2022-06-14 00:08:30 :: administrator -> :: 2016
3. Content and structure
Is the master or a copy?is the master
Content Stagecompleted
Transferable1
Version Typefinaldraft
KeywordsFeature Point Matching
Outliers Removal
Filtering
Graph-based Approach
AbstractImage matching plays a major role in many applications, including pattern recognition and biomedical imaging. It encompasses three steps: 1) interest point selection; 2) feature extraction from each interest point; 3) features point matching. For steps 1 and 2, traditional interest point detectors/extractors have worked well. However, for step 3 even a few points incorrectly matched (outliers), might lead to an undesirable result. State-of-the-art consensus algorithms present a high time cost as the number of outlier increases. Aimed at overcoming this problem, we present FOMP, a novel preprocessing approach, that reduces the amount of outliers in the initial set of matched points by filtering out the vertices that present a higher difference among their edges in a complete graph representation of the points. The precision of traditional methods is kept, while the time is speed up in 50%. The approach removes, in average, more than 65% of outliers, while keeping over 98% of the inliers.
Arrangement 1urlib.net > SDLA > Fonds > SIBGRAPI 2016 > FOMP: A Novel...
Arrangement 2urlib.net > SDLA > Fonds > Full Index > FOMP: A Novel...
doc Directory Contentaccess
source Directory Contentthere are no files
agreement Directory Content
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4. Conditions of access and use
data URLhttp://urlib.net/ibi/8JMKD3MGPAW/3M5BFUB
zipped data URLhttp://urlib.net/zip/8JMKD3MGPAW/3M5BFUB
Languageen
Target File41.pdf
User Groupjonathansramos@gmail.com
Visibilityshown
Update Permissionnot transferred
5. Allied materials
Mirror Repositorysid.inpe.br/banon/2001/03.30.15.38.24
Next Higher Units8JMKD3MGPAW/3M2D4LP
8JMKD3MGPEW34M/4742MCS
Citing Item Listsid.inpe.br/sibgrapi/2016/07.02.23.50 43
sid.inpe.br/sibgrapi/2022/06.10.21.49 2
Host Collectionsid.inpe.br/banon/2001/03.30.15.38
6. Notes
Empty Fieldsarchivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination edition electronicmailaddress group isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume


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