Region tracking on surfaces deforming via level-sets methods

Randall, Gregory - Sapiro, Guillermo - Bertalmío, Marcelo

Resumen:

Since the work by Osher and Sethian (1988) on level-sets algorithms for numerical shape evolutions, this technique has been used for a large number of applications in numerous fields. In medical imaging, this numerical technique has been successfully used, for example, in segmentation and cortex unfolding algorithms. The migration from a Lagrangian implementation to a Eulerian one via implicit representations or level-sets brought some of the main advantages of the technique, i.e., topology independence and stability. This migration means also that the evolution is parametrization free. Therefore, the authors do not know exactly how each part of the shape is deforming and the point-wise correspondence is lost. In this note they present a technique to numerically track regions on surfaces that are being deformed using the level-sets method. The basic idea is to represent the region of interest as the intersection of two implicit surfaces and then track its deformation from the deformation of these surfaces. This technique then solves one of the main shortcomings of the very useful level-sets approach. Applications include lesion localization in medical images, region tracking in functional MRI (fMRI) visualization, and geometric surface mapping.


Detalles Bibliográficos
1999
Level-sets
Medical imaging
Region tracking and correspondence
Segmentation
Shape deformation
PROCESAMIENTO de SEÑALES
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/20772
Acceso abierto
Licencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC - By-NC-ND)
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author Randall, Gregory
author2 Sapiro, Guillermo
Bertalmío, Marcelo
author2_role author
author
author_facet Randall, Gregory
Sapiro, Guillermo
Bertalmío, Marcelo
author_role author
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collection COLIBRI
dc.creator.none.fl_str_mv Randall, Gregory
Sapiro, Guillermo
Bertalmío, Marcelo
dc.date.accessioned.none.fl_str_mv 2019-05-29T15:28:12Z
dc.date.available.none.fl_str_mv 2019-05-29T15:28:12Z
dc.date.issued.es.fl_str_mv 1999
dc.date.submitted.es.fl_str_mv 20190528
dc.description.abstract.none.fl_txt_mv Since the work by Osher and Sethian (1988) on level-sets algorithms for numerical shape evolutions, this technique has been used for a large number of applications in numerous fields. In medical imaging, this numerical technique has been successfully used, for example, in segmentation and cortex unfolding algorithms. The migration from a Lagrangian implementation to a Eulerian one via implicit representations or level-sets brought some of the main advantages of the technique, i.e., topology independence and stability. This migration means also that the evolution is parametrization free. Therefore, the authors do not know exactly how each part of the shape is deforming and the point-wise correspondence is lost. In this note they present a technique to numerically track regions on surfaces that are being deformed using the level-sets method. The basic idea is to represent the region of interest as the intersection of two implicit surfaces and then track its deformation from the deformation of these surfaces. This technique then solves one of the main shortcomings of the very useful level-sets approach. Applications include lesion localization in medical images, region tracking in functional MRI (fMRI) visualization, and geometric surface mapping.
dc.description.es.fl_txt_mv Postprint
dc.identifier.citation.es.fl_str_mv Randall, Gregory, Sapiro, Guillermo, Bertalmío, Marcelo. Region tracking on surfaces deforming via level-sets methods [en línea] IEEE Transactions on Medical Imaging, 1999, v.18, no. 5
dc.identifier.doi.es.fl_str_mv DOI: 10.1109/42.774172
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/20772
dc.language.iso.none.fl_str_mv en
eng
dc.publisher.es.fl_str_mv IEEE
dc.relation.ispartof.es.fl_str_mv IEEE Transactions on Medical Imaging, 1999, v.18, no. 5
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC - By-NC-ND)
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-sets
Medical imaging
Region tracking and correspondence
Segmentation
Shape deformation
dc.subject.other.es.fl_str_mv PROCESAMIENTO de SEÑALES
dc.title.none.fl_str_mv Region tracking on surfaces deforming via level-sets methods
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 Postprint
eu_rights_str_mv openAccess
format article
id COLIBRI_ac3987346f0c1e99c3bf8b3dfbfd795e
identifier_str_mv Randall, Gregory, Sapiro, Guillermo, Bertalmío, Marcelo. Region tracking on surfaces deforming via level-sets methods [en línea] IEEE Transactions on Medical Imaging, 1999, v.18, no. 5
DOI: 10.1109/42.774172
instacron_str Universidad de la República
institution Universidad de la República
instname_str Universidad de la República
language eng
language_invalid_str_mv en
network_acronym_str COLIBRI
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oai_identifier_str oai:colibri.udelar.edu.uy:20.500.12008/20772
publishDate 1999
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)
spelling 2019-05-29T15:28:12Z2019-05-29T15:28:12Z199920190528Randall, Gregory, Sapiro, Guillermo, Bertalmío, Marcelo. Region tracking on surfaces deforming via level-sets methods [en línea] IEEE Transactions on Medical Imaging, 1999, v.18, no. 5https://hdl.handle.net/20.500.12008/20772DOI: 10.1109/42.774172PostprintSince the work by Osher and Sethian (1988) on level-sets algorithms for numerical shape evolutions, this technique has been used for a large number of applications in numerous fields. In medical imaging, this numerical technique has been successfully used, for example, in segmentation and cortex unfolding algorithms. The migration from a Lagrangian implementation to a Eulerian one via implicit representations or level-sets brought some of the main advantages of the technique, i.e., topology independence and stability. This migration means also that the evolution is parametrization free. Therefore, the authors do not know exactly how each part of the shape is deforming and the point-wise correspondence is lost. In this note they present a technique to numerically track regions on surfaces that are being deformed using the level-sets method. The basic idea is to represent the region of interest as the intersection of two implicit surfaces and then track its deformation from the deformation of these surfaces. This technique then solves one of the main shortcomings of the very useful level-sets approach. Applications include lesion localization in medical images, region tracking in functional MRI (fMRI) visualization, and geometric surface mapping.Made available in DSpace on 2019-05-29T15:28:12Z (GMT). No. of bitstreams: 5 BSR99a.pdf: 441461 bytes, checksum: 294f5b2caaa76ab2473c87f76b8fcc0f (MD5) license_text: 21936 bytes, checksum: 9833653f73f7853880c94a6fead477b1 (MD5) license_url: 49 bytes, checksum: 4afdbb8c545fd630ea7db775da747b2f (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) license.txt: 4194 bytes, checksum: 7f2e2c17ef6585de66da58d1bfa8b5e1 (MD5) Previous issue date: 1999enengIEEEIEEE Transactions on Medical Imaging, 1999, v.18, no. 5Las 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/openAccessLicencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC - By-NC-ND)Level-setsMedical imagingRegion tracking and correspondenceSegmentationShape deformationPROCESAMIENTO de SEÑALESRegion tracking on surfaces deforming via level-sets methodsArtículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaRandall, GregorySapiro, GuillermoBertalmío, MarceloProcesamiento de SeñalesTratamiento de 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- Universidad de la Repúblicafalse
spellingShingle Region tracking on surfaces deforming via level-sets methods
Randall, Gregory
Level-sets
Medical imaging
Region tracking and correspondence
Segmentation
Shape deformation
PROCESAMIENTO de SEÑALES
status_str publishedVersion
title Region tracking on surfaces deforming via level-sets methods
title_full Region tracking on surfaces deforming via level-sets methods
title_fullStr Region tracking on surfaces deforming via level-sets methods
title_full_unstemmed Region tracking on surfaces deforming via level-sets methods
title_short Region tracking on surfaces deforming via level-sets methods
title_sort Region tracking on surfaces deforming via level-sets methods
topic Level-sets
Medical imaging
Region tracking and correspondence
Segmentation
Shape deformation
PROCESAMIENTO de SEÑALES
url https://hdl.handle.net/20.500.12008/20772