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Article Dans Une Revue IEEE Transactions on Pattern Analysis and Machine Intelligence Année : 2011

A new 3D-matching method of non-rigid and partially similar models using curve analysis

Hedi Tabia
Mohamed Daoudi
Olivier Colot

Résumé

The 3D-shape matching problem plays a crucial role in many applications such as indexing or modeling by example. Here, we present a novel approach to match 3D-objects in presence of non-rigid transformation and partially similar models. In this paper, we use the representation of surfaces by 3D-curves extracted around feature points. Indeed, surfaces are represented with a collection of closed curves and tools from shape analysis of curves are applied to analyze and to compare curves. The belief functions are used to define a global distance between 3D-objects. The experimental results obtained on the TOSCA and the SHREC07 datasets show that the system efficiently performs in retrieving similar 3D-models.
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Dates et versions

hal-00660801 , version 1 (17-01-2012)

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Citer

Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot. A new 3D-matching method of non-rigid and partially similar models using curve analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33 (4), pp.852-858. ⟨10.1109/TPAMI.2010.202⟩. ⟨hal-00660801⟩
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