Metric indexing for content-based medical image retrieval

The paper proposes an indexing method for fast content-based retrieval in an image repository. The method is based on a metric-indexing strategy that avoids calculating the distance from the query to all the images in the repository. The proponed indexing method is tested on a pathology image Collec...

Full description

Autores:
Niño, Edwin A.
Caicedo Rueda, Juan Carlos
González Osorio, Fabio Augusto
Tipo de recurso:
Article of journal
Fecha de publicación:
2008
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/24333
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/24333
http://bdigital.unal.edu.co/15370/
Palabra clave:
Systems and Information Organization
Content-based Image Retrieval
Information Retrieval
LAESA
Medical Images
Metric Indexing
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
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repository_id_str
spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Niño, Edwin A.06cd8174-c668-4564-ad7e-060d481f6a01300Caicedo Rueda, Juan Carlosad68170d-0b0b-43fa-9bdf-764bd6da1167300González Osorio, Fabio Augustocb310629-a242-42c5-8301-883fbab8e3ab3002019-06-25T22:36:01Z2019-06-25T22:36:01Z2008https://repositorio.unal.edu.co/handle/unal/24333http://bdigital.unal.edu.co/15370/The paper proposes an indexing method for fast content-based retrieval in an image repository. The method is based on a metric-indexing strategy that avoids calculating the distance from the query to all the images in the repository. The proponed indexing method is tested on a pathology image Collection comparing its performance against sequential scanning indexing. The results show that the metric indexing method improves the access time by a factor of 10, without a signi?cant sacr i?ce on precision.application/pdfspaUniversidad Nacional de Colombia -Sede Medellínhttp://revistas.unal.edu.co/index.php/avances/article/view/9975Universidad Nacional de Colombia Revistas electrónicas UN Avances en Sistemas e InformáticaAvances en Sistemas e InformáticaAvances en Sistemas e Informática; Vol. 5, núm. 1 (2008) Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) 1909-0056 1657-7663Niño, Edwin A. and Caicedo Rueda, Juan Carlos and González Osorio, Fabio Augusto (2008) Metric indexing for content-based medical image retrieval. Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) 1909-0056 1657-7663 .Metric indexing for content-based medical image retrievalArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTSystems and Information OrganizationContent-based Image RetrievalInformation RetrievalLAESAMedical ImagesMetric IndexingORIGINAL9975-18050-1-PB.pdfapplication/pdf1703723https://repositorio.unal.edu.co/bitstream/unal/24333/1/9975-18050-1-PB.pdf3fc00c9bf99a54a4f11c3c3081e2d42dMD51THUMBNAIL9975-18050-1-PB.pdf.jpg9975-18050-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg9870https://repositorio.unal.edu.co/bitstream/unal/24333/2/9975-18050-1-PB.pdf.jpge6c5717544575e26d560a0c8e25ef60eMD52unal/24333oai:repositorio.unal.edu.co:unal/243332023-10-16 23:06:10.609Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv Metric indexing for content-based medical image retrieval
title Metric indexing for content-based medical image retrieval
spellingShingle Metric indexing for content-based medical image retrieval
Systems and Information Organization
Content-based Image Retrieval
Information Retrieval
LAESA
Medical Images
Metric Indexing
title_short Metric indexing for content-based medical image retrieval
title_full Metric indexing for content-based medical image retrieval
title_fullStr Metric indexing for content-based medical image retrieval
title_full_unstemmed Metric indexing for content-based medical image retrieval
title_sort Metric indexing for content-based medical image retrieval
dc.creator.fl_str_mv Niño, Edwin A.
Caicedo Rueda, Juan Carlos
González Osorio, Fabio Augusto
dc.contributor.author.spa.fl_str_mv Niño, Edwin A.
Caicedo Rueda, Juan Carlos
González Osorio, Fabio Augusto
dc.subject.proposal.spa.fl_str_mv Systems and Information Organization
Content-based Image Retrieval
Information Retrieval
LAESA
Medical Images
Metric Indexing
topic Systems and Information Organization
Content-based Image Retrieval
Information Retrieval
LAESA
Medical Images
Metric Indexing
description The paper proposes an indexing method for fast content-based retrieval in an image repository. The method is based on a metric-indexing strategy that avoids calculating the distance from the query to all the images in the repository. The proponed indexing method is tested on a pathology image Collection comparing its performance against sequential scanning indexing. The results show that the metric indexing method improves the access time by a factor of 10, without a signi?cant sacr i?ce on precision.
publishDate 2008
dc.date.issued.spa.fl_str_mv 2008
dc.date.accessioned.spa.fl_str_mv 2019-06-25T22:36:01Z
dc.date.available.spa.fl_str_mv 2019-06-25T22:36:01Z
dc.type.spa.fl_str_mv Artículo de revista
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dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/15370/
url https://repositorio.unal.edu.co/handle/unal/24333
http://bdigital.unal.edu.co/15370/
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.spa.fl_str_mv http://revistas.unal.edu.co/index.php/avances/article/view/9975
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Avances en Sistemas e Informática
Avances en Sistemas e Informática
dc.relation.ispartofseries.none.fl_str_mv Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) 1909-0056 1657-7663
dc.relation.references.spa.fl_str_mv Niño, Edwin A. and Caicedo Rueda, Juan Carlos and González Osorio, Fabio Augusto (2008) Metric indexing for content-based medical image retrieval. Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) 1909-0056 1657-7663 .
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
dc.rights.uri.spa.fl_str_mv http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia -Sede Medellín
institution Universidad Nacional de Colombia
bitstream.url.fl_str_mv https://repositorio.unal.edu.co/bitstream/unal/24333/1/9975-18050-1-PB.pdf
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