Ranking orientation responses of path operators: Motivations, choices and algorithmics
International audience A new morphological operator, namely RORPO (Ranking Orientation Responses of Path Operators), was recently introduced as a semi-global, morphological alternative to the local, Hessian-based operators for thin structure filtering in 3D images. In this context, a previous study...
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ftunivreimsca:oai:HAL:hal-01168732v1 2024-05-19T07:42:47+00:00 Ranking orientation responses of path operators: Motivations, choices and algorithmics Merveille, Odyssée Talbot, Hugues Najman, Laurent Passat, Nicolas Laboratoire d'Informatique Gaspard-Monge (LIGM) Université Paris-Est Marne-la-Vallée (UPEM)-École des Ponts ParisTech (ENPC)-ESIEE Paris-Fédération de Recherche Bézout (BEZOUT) Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS) Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (CRESTIC) Université de Reims Champagne-Ardenne (URCA) ANR-10-BLAN-0205,KIDICO,Intégration des connaissances pour la convolution discrète, la segmentation et la reconstruction d'informations dans les images digitales(2010) ANR-12-MONU-0010,VIVABRAIN,Simulation d'angiographies virtuelles à partir de modèles vasculaires 3D et 3D+t(2012) ANR-10-LABX-0058,Bézout,Models and algorithms: from the discrete to the continuous(2010) Reykjavik, Iceland 2015 https://hal.science/hal-01168732 https://hal.science/hal-01168732/document https://hal.science/hal-01168732/file/ISMM_08_Camera_ready.pdf https://doi.org/10.1007/978-3-319-18720-4_53 en eng HAL CCSD Springer info:eu-repo/semantics/altIdentifier/doi/10.1007/978-3-319-18720-4_53 hal-01168732 https://hal.science/hal-01168732 https://hal.science/hal-01168732/document https://hal.science/hal-01168732/file/ISMM_08_Camera_ready.pdf doi:10.1007/978-3-319-18720-4_53 info:eu-repo/semantics/OpenAccess International Symposium on Mathematical Morphology (ISMM) https://hal.science/hal-01168732 International Symposium on Mathematical Morphology (ISMM), 2015, Reykjavik, Iceland. pp.633-644, ⟨10.1007/978-3-319-18720-4_53⟩ thin structure detection robust path openings antiextensive filtering vesselness 3D grey-level imaging [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV] [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV] info:eu-repo/semantics/conferenceObject Conference papers 2015 ftunivreimsca https://doi.org/10.1007/978-3-319-18720-4_53 2024-05-01T00:19:43Z International audience A new morphological operator, namely RORPO (Ranking Orientation Responses of Path Operators), was recently introduced as a semi-global, morphological alternative to the local, Hessian-based operators for thin structure filtering in 3D images. In this context, a previous study has already provided experimental proof of its relevance by comparison to such differential operators. In this article, we present a methodological study of RORPO, which completes the presentation of this new morphological filter. In particular, we expose the motivations of RORPO with respect to previous morphological strategies; we present algo-rithmic developments of this filter and the underlying robust path operator; and we discuss computational issues related to parametricity and time efficiency. We conclude this study by a discussion on the methodological and applicative potentiality of RORPO in various fields of image processing and analysis. Conference Object Iceland Université de Reims Champagne-Ardenne: Archives Ouvertes (HAL) 633 644 |
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Université de Reims Champagne-Ardenne: Archives Ouvertes (HAL) |
op_collection_id |
ftunivreimsca |
language |
English |
topic |
thin structure detection robust path openings antiextensive filtering vesselness 3D grey-level imaging [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV] [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV] |
spellingShingle |
thin structure detection robust path openings antiextensive filtering vesselness 3D grey-level imaging [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV] [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV] Merveille, Odyssée Talbot, Hugues Najman, Laurent Passat, Nicolas Ranking orientation responses of path operators: Motivations, choices and algorithmics |
topic_facet |
thin structure detection robust path openings antiextensive filtering vesselness 3D grey-level imaging [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV] [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV] |
description |
International audience A new morphological operator, namely RORPO (Ranking Orientation Responses of Path Operators), was recently introduced as a semi-global, morphological alternative to the local, Hessian-based operators for thin structure filtering in 3D images. In this context, a previous study has already provided experimental proof of its relevance by comparison to such differential operators. In this article, we present a methodological study of RORPO, which completes the presentation of this new morphological filter. In particular, we expose the motivations of RORPO with respect to previous morphological strategies; we present algo-rithmic developments of this filter and the underlying robust path operator; and we discuss computational issues related to parametricity and time efficiency. We conclude this study by a discussion on the methodological and applicative potentiality of RORPO in various fields of image processing and analysis. |
author2 |
Laboratoire d'Informatique Gaspard-Monge (LIGM) Université Paris-Est Marne-la-Vallée (UPEM)-École des Ponts ParisTech (ENPC)-ESIEE Paris-Fédération de Recherche Bézout (BEZOUT) Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS) Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (CRESTIC) Université de Reims Champagne-Ardenne (URCA) ANR-10-BLAN-0205,KIDICO,Intégration des connaissances pour la convolution discrète, la segmentation et la reconstruction d'informations dans les images digitales(2010) ANR-12-MONU-0010,VIVABRAIN,Simulation d'angiographies virtuelles à partir de modèles vasculaires 3D et 3D+t(2012) ANR-10-LABX-0058,Bézout,Models and algorithms: from the discrete to the continuous(2010) |
format |
Conference Object |
author |
Merveille, Odyssée Talbot, Hugues Najman, Laurent Passat, Nicolas |
author_facet |
Merveille, Odyssée Talbot, Hugues Najman, Laurent Passat, Nicolas |
author_sort |
Merveille, Odyssée |
title |
Ranking orientation responses of path operators: Motivations, choices and algorithmics |
title_short |
Ranking orientation responses of path operators: Motivations, choices and algorithmics |
title_full |
Ranking orientation responses of path operators: Motivations, choices and algorithmics |
title_fullStr |
Ranking orientation responses of path operators: Motivations, choices and algorithmics |
title_full_unstemmed |
Ranking orientation responses of path operators: Motivations, choices and algorithmics |
title_sort |
ranking orientation responses of path operators: motivations, choices and algorithmics |
publisher |
HAL CCSD |
publishDate |
2015 |
url |
https://hal.science/hal-01168732 https://hal.science/hal-01168732/document https://hal.science/hal-01168732/file/ISMM_08_Camera_ready.pdf https://doi.org/10.1007/978-3-319-18720-4_53 |
op_coverage |
Reykjavik, Iceland |
genre |
Iceland |
genre_facet |
Iceland |
op_source |
International Symposium on Mathematical Morphology (ISMM) https://hal.science/hal-01168732 International Symposium on Mathematical Morphology (ISMM), 2015, Reykjavik, Iceland. pp.633-644, ⟨10.1007/978-3-319-18720-4_53⟩ |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.1007/978-3-319-18720-4_53 hal-01168732 https://hal.science/hal-01168732 https://hal.science/hal-01168732/document https://hal.science/hal-01168732/file/ISMM_08_Camera_ready.pdf doi:10.1007/978-3-319-18720-4_53 |
op_rights |
info:eu-repo/semantics/OpenAccess |
op_doi |
https://doi.org/10.1007/978-3-319-18720-4_53 |
container_start_page |
633 |
op_container_end_page |
644 |
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