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Three-Dimensional Surface Relief Completion Via Nonparametric Techniques

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Original languageEnglish
Pages (from-to)2249-2255
Number of pages7
JournalIEEE Transactions on Pattern Analysis and Machine Intelligence
Issue number12
Publication statusPublished - Dec 2008


Common 3D acquisition techniques, such as laser scanning and stereo capture, are realistically only 2.5D in nature. Here we consider the automated completion of hidden or missing portions in 3D scenes originally acquired from 2.5D (or 3D) capture. We propose an approach based on the non-parametric propagation of available scene knowledge from the known (visible) scene areas to these unknown (invisible) 3D regions in conjunction with an initial underlying geometric surface completion.

    Research areas

  • Computational Geometry and Object Modeling, Computer Graphics, Computer Vision, Image Processing and Computer Vision, Range Data, Shape, Surface Fitting

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