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METHOD AND DEVICE FOR IMAGE POSITIONING BASED ON 3D RECONSTRUCTION OF RAY MODEL

机译:基于3D射线模型重构的图像定位方法和装置

摘要

The present disclosure provides a method comprising: acquiring a plurality of images of a plurality of scenes in advance, and performing feature extraction on the plurality of images respectively, to obtain a corresponding plurality of feature point sets; performing pairwise feature matching on the plurality of images, generating a corresponding eigen matrix according to the pairwise feature matching, and performing noise processing on the eigen matrix; performing 3D reconstruction according to the feature matching and the noise-processed eigen matrix and based on a ray model, to generate a 3D feature point cloud and a reconstructed camera pose set; acquiring a query image, and performing feature extraction on the query image to obtain a corresponding 2D feature point set; and performing image positioning according to the 2D feature point set, the 3D feature point cloud and the reconstructed camera pose set and based on a positioning attitude image optimization framework.
机译:本发明提供一种方法,包括:预先获取多个场景的多个图像,分别对所述多个图像进行特征提取,以获得对应的多个特征点集;对所述多个图像进行成对特征匹配,根据所述成对特征匹配生成对应的特征矩阵,并对所述特征矩阵进行噪声处理;根据特征匹配和经噪声处理的特征矩阵并基于射线模型进行3D重建,生成3D特征点云和重建的相机姿态集;获取查询图像,对查询图像进行特征提取,得到对应的二维特征点集;根据所述2D特征点集,3D特征点云和重构的相机姿态集并基于定位姿态图像优化框架进行图像定位。

著录项

  • 公开/公告号US2019005718A1

    专利类型

  • 公开/公告日2019-01-03

    原文格式PDF

  • 申请/专利权人 TSINGHUA UNIVERSITY;

    申请/专利号US201616066168

  • 发明设计人 JIE ZHOU;LEI DENG;YUEQI DUAN;

    申请日2016-12-30

  • 分类号G06T17;G06K9/62;G06T7/80;G06K9/46;

  • 国家 US

  • 入库时间 2022-08-21 12:06:17

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