Non-Parametric 3D Surface Completion

Authors:
Toby P. Breckon;Robert B. Fisher
Affiliations:
University of Edinburgh;University of Edinburgh
Venue:
3DIM '05 Proceedings of the Fifth International Conference on 3-D Digital Imaging and Modeling
Year:
2005

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Abstract

We consider the completion of the hidden or missing portions of 3D objects after the visible portions have been acquired with 2陆D (or 3D) range capture. Our approach uses a combination of global surface fitting, to derive the underlying geometric surface completion, together with an extension, from 2D to 3D, of non-parametric texture synthesis in order to complete localised surface texture relief and structure. Through this combination and adaptation of existing completion techniques we are able to achieve realistic, plausible completion of 2陆D range captures.