Crater detection in multi-ring basins of mercury

Detalhes bibliográficos
Autor(a) principal: Pedrosa, Miriam M. [UNESP]
Data de Publicação: 2015
Outros Autores: Pina, Pedro, Machado, Marlene, Bandeira, Lourenço, da Silva, Erivaldo A. [UNESP]
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1007/978-3-319-19390-8_59
http://hdl.handle.net/11449/167913
Resumo: This paper presents the automated detection of impact craters on large regions of Mercury. The processing sequence is composed by three main phases: the first consists on creating the image mosaics of the large areas of interest, the second by finding crater candidates on these mosaics, and finally by extracting a set of features that are used in the classification by SVM-Support Vector Machine in the third phase. The detections are performed on images acquired by the MDIS-NAC camera of MESSENGER probe covering three large basins on Mercury (Rachmaninoff, Mozart and Raditladi).
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spelling Crater detection in multi-ring basins of mercuryAutomatic detectionImage processingMercuryPattern recognitionThis paper presents the automated detection of impact craters on large regions of Mercury. The processing sequence is composed by three main phases: the first consists on creating the image mosaics of the large areas of interest, the second by finding crater candidates on these mosaics, and finally by extracting a set of features that are used in the classification by SVM-Support Vector Machine in the third phase. The detections are performed on images acquired by the MDIS-NAC camera of MESSENGER probe covering three large basins on Mercury (Rachmaninoff, Mozart and Raditladi).Universidade Estadual Paulista, UNESPCERENA-IST, University of LisbonUniversidade Estadual Paulista, UNESPUniversidade Estadual Paulista (Unesp)CERENA-IST, University of LisbonPedrosa, Miriam M. [UNESP]Pina, PedroMachado, MarleneBandeira, Lourençoda Silva, Erivaldo A. [UNESP]2018-12-11T16:38:50Z2018-12-11T16:38:50Z2015-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject522-529http://dx.doi.org/10.1007/978-3-319-19390-8_59Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9117, p. 522-529.1611-33490302-9743http://hdl.handle.net/11449/16791310.1007/978-3-319-19390-8_592-s2.0-84937468607Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)0,295info:eu-repo/semantics/openAccess2021-10-23T21:44:29Zoai:repositorio.unesp.br:11449/167913Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T21:44:29Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Crater detection in multi-ring basins of mercury
title Crater detection in multi-ring basins of mercury
spellingShingle Crater detection in multi-ring basins of mercury
Pedrosa, Miriam M. [UNESP]
Automatic detection
Image processing
Mercury
Pattern recognition
title_short Crater detection in multi-ring basins of mercury
title_full Crater detection in multi-ring basins of mercury
title_fullStr Crater detection in multi-ring basins of mercury
title_full_unstemmed Crater detection in multi-ring basins of mercury
title_sort Crater detection in multi-ring basins of mercury
author Pedrosa, Miriam M. [UNESP]
author_facet Pedrosa, Miriam M. [UNESP]
Pina, Pedro
Machado, Marlene
Bandeira, Lourenço
da Silva, Erivaldo A. [UNESP]
author_role author
author2 Pina, Pedro
Machado, Marlene
Bandeira, Lourenço
da Silva, Erivaldo A. [UNESP]
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
CERENA-IST, University of Lisbon
dc.contributor.author.fl_str_mv Pedrosa, Miriam M. [UNESP]
Pina, Pedro
Machado, Marlene
Bandeira, Lourenço
da Silva, Erivaldo A. [UNESP]
dc.subject.por.fl_str_mv Automatic detection
Image processing
Mercury
Pattern recognition
topic Automatic detection
Image processing
Mercury
Pattern recognition
description This paper presents the automated detection of impact craters on large regions of Mercury. The processing sequence is composed by three main phases: the first consists on creating the image mosaics of the large areas of interest, the second by finding crater candidates on these mosaics, and finally by extracting a set of features that are used in the classification by SVM-Support Vector Machine in the third phase. The detections are performed on images acquired by the MDIS-NAC camera of MESSENGER probe covering three large basins on Mercury (Rachmaninoff, Mozart and Raditladi).
publishDate 2015
dc.date.none.fl_str_mv 2015-01-01
2018-12-11T16:38:50Z
2018-12-11T16:38:50Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1007/978-3-319-19390-8_59
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9117, p. 522-529.
1611-3349
0302-9743
http://hdl.handle.net/11449/167913
10.1007/978-3-319-19390-8_59
2-s2.0-84937468607
url http://dx.doi.org/10.1007/978-3-319-19390-8_59
http://hdl.handle.net/11449/167913
identifier_str_mv Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9117, p. 522-529.
1611-3349
0302-9743
10.1007/978-3-319-19390-8_59
2-s2.0-84937468607
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
0,295
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 522-529
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1803650148152115200

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