Development of Dense Models of the Earth's Surface Based on the SemiGlobal Matching Method for the Case of Multiple Overlapping Images

被引：1

作者：

Verkeenko, M. S. ^{[1
]}

Gorbachev, V. A. ^{[1
]}

机构：

[1] State Sci Ctr Russian Federat GOSNIIAS, State Res Inst Aviat Syst FGUP, Moscow, Russia

来源：

JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL | 2017年 / 56卷 / 06期

基金：

俄罗斯基础研究基金会;

关键词：

714.2 Semiconductor Devices and Integrated Circuits - 721.3 Computer Circuits - 722.2 Computer Peripheral Equipment - 723.2 Data Processing and Image Processing - 723.5 Computer Applications;

D O I：

10.1134/S1064230717060132

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A method is developed for constructing a three-dimensional digital surface model based on the use of aerial images with multiple overlapping. The specific feature of this study is the use of the multiview matching method instead of stereo matching. The method is based on adapting the energy aggregation algorithm, which was proposed in the semiglobal matching (SGM) method, to the object space, as well as using the one-to-many scheme of cost calculation. The reconstructed scene is represented as a voxel grid. A high-performance implementation of the digital surface model construction at all stages is proposed based on the massive parallelization of computations on a graphics processing unit.

引用

页码：997 / 1007

页数：11

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