Título:
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Connected Operators on 3D data for human body analysis
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Autor/a:
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Alcoverro Vidal, Marcel; López Méndez, Adolfo; Pardàs Feliu, Montse; Casas Pla, Josep Ramon
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Otros autores:
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Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions; Universitat Politècnica de Catalunya. GPI - Grup de Processament d'Imatge i Vídeo |
Abstract:
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This paper presents a novel method for filtering and extraction of human body features from 3D data, either from
multi-view images or range sensors. The proposed algorithm consists in processing the geodesic distances on a 3D surface representing the human body in order to find
prominent maxima representing salient points of the human body. We introduce a 3D surface graph representation and filtering strategies to enhance robustness to noise and artifacts present in this kind of data. We conduct several experiments on different datasets involving 2 multi-view setups and 2 range data sensors: Kinect and Mesa SR4000. In all
of them, the proposed algorithm shows a promising performance towards human body analysis with 3D data. |
Abstract:
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Peer Reviewed |
Materia(s):
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-Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Interacció home-màquina -Human locomotion -Mecànica humana |
Derechos:
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Tipo de documento:
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Artículo - Versión publicada Objeto de conferencia |
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