Region tracking on surfaces deforming via level-sets methods
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.
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 |
network_name_str | COLIBRI |
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 |