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A hierarchical extension to 3D non-parametric surface relief completion

Research output: Contribution to journalArticle

Original languageEnglish
Pages (from-to)172-185
Number of pages14
JournalPattern Recognition
Volume45
Issue number1
DOIs
Publication statusPublished - 2012

Abstract

Typical stereo and laser scan based 3D acquisition approaches are essentially limited to 2.5D capture. The resulting 3D completion problem, to derive missing information in 2.5D scenes from limited contextual information, has received increasing attention in literature. Here we propose a hierarchical extension to our recent non-parametric approach for the 3D completion of surface relief detail to allow the resolution of inconsistencies arising in the global structure of an area completed with this technique. We test our approach over a range of surface types and contrast the presence of global discontinuities in the resulting completion with those of the earlier approach.

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