Morphological shape context : semi-locality and robust matching in shape recognition

Tepper, Mariano - Gómez, Francisco - Musé, Pablo - Almansa, Andrés - Mejail, Marta

Resumen:

We present a novel shape recognition method based on an al-gorithm to detect contrasted level lines for extraction, on Shape Context for encoding and on an a contrario approach for matching. The contri-butions naturally lead to a semi-local Shape Context. Results show that this method is able to work in contexts where Shape Context cannot, such as content-based video retrieval.


Detalles Bibliográficos
2009
Level line
Canny edge detector
Shape context
Maximal stable extremal region
Jitter noise
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/38685
Acceso abierto
Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
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author Tepper, Mariano
author2 Gómez, Francisco
Musé, Pablo
Almansa, Andrés
Mejail, Marta
author2_role author
author
author
author
author_facet Tepper, Mariano
Gómez, Francisco
Musé, Pablo
Almansa, Andrés
Mejail, Marta
author_role author
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collection COLIBRI
dc.creator.none.fl_str_mv Tepper, Mariano
Gómez, Francisco
Musé, Pablo
Almansa, Andrés
Mejail, Marta
dc.date.accessioned.none.fl_str_mv 2023-08-01T20:33:20Z
dc.date.available.none.fl_str_mv 2023-08-01T20:33:20Z
dc.date.issued.es.fl_str_mv 2009
dc.date.submitted.es.fl_str_mv 20230801
dc.description.abstract.none.fl_txt_mv We present a novel shape recognition method based on an al-gorithm to detect contrasted level lines for extraction, on Shape Context for encoding and on an a contrario approach for matching. The contri-butions naturally lead to a semi-local Shape Context. Results show that this method is able to work in contexts where Shape Context cannot, such as content-based video retrieval.
dc.identifier.citation.es.fl_str_mv Tepper M., Gómez F., Musé P., Almansa A., Mejail M. Morphological shape context: semi-locality and robust matching in shape recognition [Preprint] Publicado en Bayro-Corrochano E., Eklundh J.O. (eds) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. CIARP 2009. Lecture Notes in Computer Science, vol 5856. Berlin, Springer, 2009. https://doi.org/10.1007/978-3-642-10268-4_15
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/38685
dc.language.iso.none.fl_str_mv en
eng
dc.relation.ispartof.es.fl_str_mv 14o. Congreso Iberoamericano de Reconocimiento de Patrones, CIARP 09. Guadalajara, Jalisco, México, 15--18 nov., 2009 .
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
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 Level line
Canny edge detector
Shape context
Maximal stable extremal region
Jitter noise
dc.title.none.fl_str_mv Morphological shape context : semi-locality and robust matching in shape recognition
dc.type.es.fl_str_mv Ponencia
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
description We present a novel shape recognition method based on an al-gorithm to detect contrasted level lines for extraction, on Shape Context for encoding and on an a contrario approach for matching. The contri-butions naturally lead to a semi-local Shape Context. Results show that this method is able to work in contexts where Shape Context cannot, such as content-based video retrieval.
eu_rights_str_mv openAccess
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identifier_str_mv Tepper M., Gómez F., Musé P., Almansa A., Mejail M. Morphological shape context: semi-locality and robust matching in shape recognition [Preprint] Publicado en Bayro-Corrochano E., Eklundh J.O. (eds) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. CIARP 2009. Lecture Notes in Computer Science, vol 5856. Berlin, Springer, 2009. https://doi.org/10.1007/978-3-642-10268-4_15
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institution Universidad de la República
instname_str Universidad de la República
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publishDate 2009
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
rights_invalid_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
spelling 2023-08-01T20:33:20Z2023-08-01T20:33:20Z200920230801Tepper M., Gómez F., Musé P., Almansa A., Mejail M. Morphological shape context: semi-locality and robust matching in shape recognition [Preprint] Publicado en Bayro-Corrochano E., Eklundh J.O. (eds) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. CIARP 2009. Lecture Notes in Computer Science, vol 5856. Berlin, Springer, 2009. https://doi.org/10.1007/978-3-642-10268-4_15https://hdl.handle.net/20.500.12008/38685We present a novel shape recognition method based on an al-gorithm to detect contrasted level lines for extraction, on Shape Context for encoding and on an a contrario approach for matching. The contri-butions naturally lead to a semi-local Shape Context. Results show that this method is able to work in contexts where Shape Context cannot, such as content-based video retrieval.Made available in DSpace on 2023-08-01T20:33:20Z (GMT). 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Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)Level lineCanny edge detectorShape contextMaximal stable extremal regionJitter noiseMorphological shape context : semi-locality and robust matching in shape recognitionPonenciainfo:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaTepper, MarianoGómez, FranciscoMusé, PabloAlmansa, AndrésMejail, 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spellingShingle Morphological shape context : semi-locality and robust matching in shape recognition
Tepper, Mariano
Level line
Canny edge detector
Shape context
Maximal stable extremal region
Jitter noise
status_str publishedVersion
title Morphological shape context : semi-locality and robust matching in shape recognition
title_full Morphological shape context : semi-locality and robust matching in shape recognition
title_fullStr Morphological shape context : semi-locality and robust matching in shape recognition
title_full_unstemmed Morphological shape context : semi-locality and robust matching in shape recognition
title_short Morphological shape context : semi-locality and robust matching in shape recognition
title_sort Morphological shape context : semi-locality and robust matching in shape recognition
topic Level line
Canny edge detector
Shape context
Maximal stable extremal region
Jitter noise
url https://hdl.handle.net/20.500.12008/38685