Three-Dimensional Surface Relief Completion via Nonparametric Techniques

被引：13

作者：

Breckon, Toby P. ^{[1
]}

Fisher, Robert B. ^{[2
]}

机构：

[1] Cranfield Univ, Sch Engn, Appl Math & Comp Grp, Cranfield MK43 0AL, Beds, England

[2] Univ Edinburgh, Sch Informat, Edinburgh EH8 9AB, Midlothian, Scotland

来源：

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 2008年 / 30卷 / 12期

关键词：

Image processing; occlusion; range data; surface fitting; texture;

D O I：

10.1109/TPAMI.2008.153

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

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 nonparametric 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.

引用

页码：2249 / 2255

页数：7

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