Recognition of 3D Textured Objects by Mixing View-Based and Model-Based Representations - Inria - Institut national de recherche en sciences et technologies du numérique
Conference Papers Year : 2000

Recognition of 3D Textured Objects by Mixing View-Based and Model-Based Representations

Abstract

A strategy combining advantages of view-based and model-based object recognition approaches has been developed. Textured 3D models are used to produce local appearances of object key-points. Correspondences between 3D points and local appearances are also established during this learning stage. The recognition consists first in matching these local appearances and those extracted from the image. A robust 3D pose estimation is then carried out, discarding spurious correspondences. This algorithm is computationally very efficient. It can analyse images including several objects and can also handle partial object occultations as well as important changes of brightness and contrast.
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Dates and versions

inria-00548300 , version 1 (20-12-2010)

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Nicolas Allezard, Michel Dhome, Frédéric Jurie. Recognition of 3D Textured Objects by Mixing View-Based and Model-Based Representations. 15th International Conference on Pattern Recognition (ICPR '00), Sep 2000, Barcelona, Spain. pp.960--963, ⟨10.1109/ICPR.2000.905614⟩. ⟨inria-00548300⟩

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PRES_CLERMONT CNRS
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