Spectral methods in image segmentation: a combined approach

Bibliographic Details
Main Author: Monteiro, Fernando C.
Publication Date: 2005
Other Authors: Campilho, Aurélio
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10198/1836
Summary: Indexado ISI
id RCAP_9a6d420c4e67baecaa9f4a36c6c298fe
oai_identifier_str oai:bibliotecadigital.ipb.pt:10198/1836
network_acronym_str RCAP
network_name_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository_id_str https://opendoar.ac.uk/repository/7160
spelling Spectral methods in image segmentation: a combined approachImage segmentationSpectral methodsNormalized cutsIndexado ISIGrouping and segmentation of images remains a challenging problem in computer vision. Recently, a number of authors have demonstrated a good performance on this task using spectral methods that are based on the eigensolution of a similarity matrix. In this paper, we implement a variation of the existing methods that combines aspects from several of the best-known eigenvector segmentation algorithms to produce a discrete optimal solution of the relaxed continuous eigensolution.SpringerBiblioteca Digital do IPBMonteiro, Fernando C.Campilho, Aurélio2010-02-10T17:33:51Z20052005-01-01T00:00:00Zconference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10198/1836engMonteiro, Fernando C.; Campilho, Aurélio (2005). Spectral methods in image segmentation: a combined approach. In 2nd Iberian Conference on Pattern Recognition and Image Analysis. Estoril, Portugal. p.191-198. ISBN 978-3-540-26154-4978-3-540-26154-40302-9743info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-25T11:55:23Zoai:bibliotecadigital.ipb.pt:10198/1836Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T11:16:56.869285Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Spectral methods in image segmentation: a combined approach
title Spectral methods in image segmentation: a combined approach
spellingShingle Spectral methods in image segmentation: a combined approach
Monteiro, Fernando C.
Image segmentation
Spectral methods
Normalized cuts
title_short Spectral methods in image segmentation: a combined approach
title_full Spectral methods in image segmentation: a combined approach
title_fullStr Spectral methods in image segmentation: a combined approach
title_full_unstemmed Spectral methods in image segmentation: a combined approach
title_sort Spectral methods in image segmentation: a combined approach
author Monteiro, Fernando C.
author_facet Monteiro, Fernando C.
Campilho, Aurélio
author_role author
author2 Campilho, Aurélio
author2_role author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Monteiro, Fernando C.
Campilho, Aurélio
dc.subject.por.fl_str_mv Image segmentation
Spectral methods
Normalized cuts
topic Image segmentation
Spectral methods
Normalized cuts
description Indexado ISI
publishDate 2005
dc.date.none.fl_str_mv 2005
2005-01-01T00:00:00Z
2010-02-10T17:33:51Z
dc.type.driver.fl_str_mv conference object
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10198/1836
url http://hdl.handle.net/10198/1836
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Monteiro, Fernando C.; Campilho, Aurélio (2005). Spectral methods in image segmentation: a combined approach. In 2nd Iberian Conference on Pattern Recognition and Image Analysis. Estoril, Portugal. p.191-198. ISBN 978-3-540-26154-4
978-3-540-26154-4
0302-9743
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
_version_ 1833591757476986880

Similar Items