An unsupervised point alignment detection algorithm

Lezama, Jorge - Randall, Gregory - Morel, Jean-Michel - Grompone von Gioi, Rafael

Resumen:

In this article we present an algorithm for the detection of perceptually relevant alignments of points in 2D point patterns. Our algorithm is based on the a contrario detection theory. It requires no parameter tuning and has only one critical parameter, which controls the number of false detections.


Detalles Bibliográficos
2015
A contrario
Clustering
Point alignments
Gestalt theory
Inglés
Universidad de la República
COLIBRI
http://hdl.handle.net/20.500.12008/5206
Acceso abierto
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author Lezama, Jorge
author2 Randall, Gregory
Morel, Jean-Michel
Grompone von Gioi, Rafael
author2_role author
author
author
author_facet Lezama, Jorge
Randall, Gregory
Morel, Jean-Michel
Grompone von Gioi, Rafael
author_role author
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dc.contributor.filiacion.none.fl_str_mv Lezama Jorge, Université Paris-Saclay. Ecole Normale Supérieure de Cachan
Randall Gregory, Universidad de la República (Uruguay). Facultad de Ingeniería. Instituto de Ingeniería Eléctrica.
Morel Jean-Michel, Université Paris-Saclay. Ecole Normale Supérieure de Cachan
Grompone von Gioi Rafael, Université Paris-Saclay. Ecole Normale Supérieure de Cachan
dc.creator.none.fl_str_mv Lezama, Jorge
Randall, Gregory
Morel, Jean-Michel
Grompone von Gioi, Rafael
dc.date.accessioned.none.fl_str_mv 2015-12-17T15:23:50Z
dc.date.available.none.fl_str_mv 2015-12-17T15:23:50Z
dc.date.issued.none.fl_str_mv 2015
dc.description.abstract.none.fl_txt_mv In this article we present an algorithm for the detection of perceptually relevant alignments of points in 2D point patterns. Our algorithm is based on the a contrario detection theory. It requires no parameter tuning and has only one critical parameter, which controls the number of false detections.
dc.description.es.fl_txt_mv The ANSI C reviewed source code for this algorithm is available at the web page of this article. Compilation and usage instructions are included in the README.txt file of the archive. (http://demo.ipol.im/demo/126/archive/)
dc.identifier.citation.es.fl_str_mv LEZAMA, Jorge, RANDALL, Gregory, MOREL, Jean-Michel y otros. "An unsupervised point alignment detection algorithm". IPOL. Journal Image Processing On Line, 2015, vol. 5, pp. 296-310
dc.identifier.issn.none.fl_str_mv 2105-1232
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12008/5206
dc.language.iso.none.fl_str_mv en
eng
dc.relation.ispartof.es.fl_str_mv IPOL. Journal Image Processing On Line, vol. .5, pp. 296-310.
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.es.fl_str_mv A contrario
Clustering
dc.subject.other.es.fl_str_mv Point alignments
Gestalt theory
dc.title.none.fl_str_mv An unsupervised point alignment detection algorithm
dc.type.es.fl_str_mv Artículo
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
description The ANSI C reviewed source code for this algorithm is available at the web page of this article. Compilation and usage instructions are included in the README.txt file of the archive. (http://demo.ipol.im/demo/126/archive/)
eu_rights_str_mv openAccess
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identifier_str_mv LEZAMA, Jorge, RANDALL, Gregory, MOREL, Jean-Michel y otros. "An unsupervised point alignment detection algorithm". IPOL. Journal Image Processing On Line, 2015, vol. 5, pp. 296-310
2105-1232
instacron_str Universidad de la República
institution Universidad de la República
instname_str Universidad de la República
language eng
language_invalid_str_mv en
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publishDate 2015
reponame_str COLIBRI
repository.mail.fl_str_mv mabel.seroubian@seciu.edu.uy
repository.name.fl_str_mv COLIBRI - Universidad de la República
repository_id_str 4771
spelling Lezama Jorge, Université Paris-Saclay. Ecole Normale Supérieure de CachanRandall Gregory, Universidad de la República (Uruguay). Facultad de Ingeniería. Instituto de Ingeniería Eléctrica.Morel Jean-Michel, Université Paris-Saclay. Ecole Normale Supérieure de CachanGrompone von Gioi Rafael, Université Paris-Saclay. Ecole Normale Supérieure de Cachan2015-12-17T15:23:50Z2015-12-17T15:23:50Z2015LEZAMA, Jorge, RANDALL, Gregory, MOREL, Jean-Michel y otros. "An unsupervised point alignment detection algorithm". IPOL. Journal Image Processing On Line, 2015, vol. 5, pp. 296-3102105-1232http://hdl.handle.net/20.500.12008/5206The ANSI C reviewed source code for this algorithm is available at the web page of this article. Compilation and usage instructions are included in the README.txt file of the archive. (http://demo.ipol.im/demo/126/archive/)In this article we present an algorithm for the detection of perceptually relevant alignments of points in 2D point patterns. Our algorithm is based on the a contrario detection theory. It requires no parameter tuning and has only one critical parameter, which controls the number of false detections.Submitted by Seroubian Mabel (mabel.seroubian@seciu.edu.uy) on 2015-12-17T15:23:50Z No. of bitstreams: 2 license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) LRMG15.pdf: 1405507 bytes, checksum: 6521fe2ddafb59dd2394beb7603d3140 (MD5)Made available in DSpace on 2015-12-17T15:23:50Z (GMT). No. of bitstreams: 2 license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) LRMG15.pdf: 1405507 bytes, checksum: 6521fe2ddafb59dd2394beb7603d3140 (MD5) Previous issue date: 2015enengIPOL. Journal Image Processing On Line, vol. .5, pp. 296-310.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessA contrarioClusteringPoint alignmentsGestalt theoryAn unsupervised point alignment detection algorithmArtículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaLezama, JorgeRandall, GregoryMorel, Jean-MichelGrompone von Gioi, RafaelProcesamiento de SeñalesTratamiento de ImágenesLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/5206/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://localhost:8080/xmlui/bitstream/20.500.12008/5206/2/license_url924993ce0b3ba389f79f32a1b2735415MD52license_textlicense_texttext/html; charset=utf-822333http://localhost:8080/xmlui/bitstream/20.500.12008/5206/3/license_textc03042e2f6c0fa02c1c8b7746a6f21baMD53license_rdflicense_rdfapplication/rdf+xml; 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- Universidad de la Repúblicafalse
spellingShingle An unsupervised point alignment detection algorithm
Lezama, Jorge
A contrario
Clustering
Point alignments
Gestalt theory
status_str publishedVersion
title An unsupervised point alignment detection algorithm
title_full An unsupervised point alignment detection algorithm
title_fullStr An unsupervised point alignment detection algorithm
title_full_unstemmed An unsupervised point alignment detection algorithm
title_short An unsupervised point alignment detection algorithm
title_sort An unsupervised point alignment detection algorithm
topic A contrario
Clustering
Point alignments
Gestalt theory
url http://hdl.handle.net/20.500.12008/5206