| DOI | Trouver le DOI : https://doi.org/10.1533/9780857096890.2.123 |
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| Auteur | Rechercher : Paquet, E.1; Rechercher : Viktor, H. L. |
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| Affiliation | - Conseil national de recherches du Canada. Technologies de l'information et des communications
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| Format | Texte, Chapitre de livre |
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| Sujet | anthropometry; clustering; diffusion distance; geodesic distance; heat kernel; invariance; isomap; Laplacian; multidimensional scaling (MDS); segmentation; spherical harmonics; Zernike |
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| Résumé | Acquisition systems based on laser triangulation or structured light are becoming commonplace in anthropometry. Such systems allow one to capture very detailed data to be used when addressing the sizing problem. This chapter introduces state-of-the-art approaches to describe, to segment and to cluster the data acquired by such systems. We describe methods used to address the deformable nature of human bodies. We introduce isometry-invariant descriptor creation algorithms that are suitable for indexing regions that contain soft tissues. Further, we describe how to cluster a specific population, found in a so-called human body space, into partitions of similar individuals. |
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| Date de publication | 2014-04-17 |
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| Maison d’édition | Woodhead Publishing Limited |
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| Dans | |
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| Langue | anglais |
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| Publications évaluées par des pairs | Oui |
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| Numéro NPARC | 21272900 |
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| Exporter la notice | Exporter en format RIS |
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| Signaler une correction | Signaler une correction (s'ouvre dans un nouvel onglet) |
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| Identificateur de l’enregistrement | e5273d32-e0ba-4f6b-81c6-475e86ae7278 |
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| Enregistrement créé | 2014-12-03 |
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| Enregistrement modifié | 2020-06-18 |
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