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2015, 2015 IEEE International Conference on Computer Vision (ICCV), Pages 2327-2335

Component-wise modeling of articulated objects (04b Atto di convegno in volume)

Ntouskos Valsamis, Sanzari Marta, Cafaro Bruno, Nardi Federico, Natola Fabrizio, PIRRI ARDIZZONE Maria Fiora, RUIZ GARCIA MANUEL ALEJANDRO

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.
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