Multi-view stereo of an object immersed in a refractive medium
Résumé
In this article, we show how to extend the multi-view stereo (MVS) technique when the object to be reconstructed is inside a transparent – but refractive – medium, which causes distortions in the images. We provide a theoretical formulation of the problem accounting for a general, non-planar shape of the refractive interface, and then a discrete solving method. We also present a pipeline to recover precisely the geometry of the refractive interface, considered as a convex polyhedral object. It is based on the extraction of visible polyhedron vertices from silhouette images and matching across a sequence of images acquired under circular camera motion. These contributions are validated by tests on synthetic and real data.
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Multi_view_Stereo_of_an_Object_Immersed_in_a_Refractive_Medium__SPIE_.pdf (18.78 Mo)
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