We introduce a novel framework for modeling articulated objects based on the aspects of their components. By decomposing the object into components, we divide the problem in smaller modeling tasks. After obtaining 3D models for each component aspect by employing a shape deformation paradigm, we merge them together, forming the object components. The final model is obtained by assembling the components using an optimization scheme which fits the respective 3D models to the corresponding apparent contours in a reference pose. The results suggest that our approach can produce realistic 3D models of articulated objects in reasonable time.
Component-wise modeling of articulated objects / Ntouskos, Valsamis; Sanzari, Marta; Cafaro, Bruno; Nardi, Federico; Natola, Fabrizio; PIRRI ARDIZZONE, Maria Fiora; RUIZ GARCIA, MANUEL ALEJANDRO. - ELETTRONICO. - (2015), pp. 2327-2335. (Intervento presentato al convegno 15th IEEE International Conference on Computer Vision, ICCV 2015 tenutosi a Santiago; Chile nel 13-18 Dicembre 2015) [10.1109/ICCV.2015.268].
Component-wise modeling of articulated objects
NTOUSKOS, VALSAMIS
;SANZARI, MARTA;CAFARO, BRUNO;nardi, federico;NATOLA, FABRIZIO;PIRRI ARDIZZONE, Maria Fiora;RUIZ GARCIA, MANUEL ALEJANDRO
2015
Abstract
We introduce a novel framework for modeling articulated objects based on the aspects of their components. By decomposing the object into components, we divide the problem in smaller modeling tasks. After obtaining 3D models for each component aspect by employing a shape deformation paradigm, we merge them together, forming the object components. The final model is obtained by assembling the components using an optimization scheme which fits the respective 3D models to the corresponding apparent contours in a reference pose. The results suggest that our approach can produce realistic 3D models of articulated objects in reasonable time.File | Dimensione | Formato | |
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Note: DOI: 10.1109/ICCV.2015.268
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