Component-wise modeling of articulated objects
| Autor: | Marta Sanzari, Fiora Pirri, Manuel Ruiz, Fabrizio Natola, Federico Nardi, Valsamis Ntouskos, Bruno Cafaro |
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| Jazyk: | angličtina |
| Rok vydání: | 2015 |
| Předmět: |
Scheme (programming language)
Computer science business.industry Computers Feature extraction 020207 software engineering 02 engineering and technology Solid modeling Object (computer science) Component (UML) Electrical engineering 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Computer vision Artificial intelligence business computer Merge (linguistics) computer.programming_language |
| Zdroj: | 2015 IEEE International Conference on Computer Vision (ICCV) Sygma Archivio della ricerca-Università di Roma La Sapienza ICCV |
| Popis: | 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. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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