Knowledge Commons of Institute of Automation,CAS
Algebraic Error Based Triangulation and Metric of Lines | |
Wu, Fuchao1; Zhang, Ming1; Wang, Guanghui2; Hu, Zhanyi1 | |
发表期刊 | PLOS ONE |
2015-07-28 | |
卷号 | 10期号:7页码:1-27 |
文章类型 | Article |
摘要 | Line triangulation, a classical geometric problem in computer vision, is to determine the 3D coordinates of a line based on its 2D image projections from more than two views of cameras with known projection matrices. Compared to point features, line segments are more robust to matching errors, occlusions, and image uncertainties. In addition to line triangulation, a better metric is needed to evaluate 3D errors of line triangulation. In this paper, the line triangulation problem is investigated by using the Lagrange multipliers theory. The main contributions include: (i) Based on the Lagrange multipliers theory, a formula to compute the Plucker correction is provided, and from the formula, a new linear algorithm, LINa, is proposed for line triangulation; (ii) two optimal algorithms, OPTa-I and OPTa-II, are proposed by minimizing the algebraic error; and (iii) two metrics on 3D line space, the orthogonal metric and the quasi-Riemannian metric, are introduced for the evaluation of line triangulations. Extensive experiments on synthetic data and real images are carried out to validate and demonstrate the effectiveness of the proposed algorithms. |
关键词 | Lines Triangulation Algebraic Error |
WOS标题词 | Science & Technology |
学科领域 | 第一研究方向 |
关键词[WOS] | CAMERA |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Science & Technology - Other Topics |
WOS类目 | Multidisciplinary Sciences |
WOS记录号 | WOS:000358595900007 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/8889 |
专题 | 多模态人工智能系统全国重点实验室_机器人视觉 |
作者单位 | 1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China 2.Univ Kansas, Dept Elect Engn & Comp Sci, Lawrence, KS 66045 USA |
第一作者单位 | 模式识别国家重点实验室 |
推荐引用方式 GB/T 7714 | Wu, Fuchao,Zhang, Ming,Wang, Guanghui,et al. Algebraic Error Based Triangulation and Metric of Lines[J]. PLOS ONE,2015,10(7):1-27. |
APA | Wu, Fuchao,Zhang, Ming,Wang, Guanghui,&Hu, Zhanyi.(2015).Algebraic Error Based Triangulation and Metric of Lines.PLOS ONE,10(7),1-27. |
MLA | Wu, Fuchao,et al."Algebraic Error Based Triangulation and Metric of Lines".PLOS ONE 10.7(2015):1-27. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Algebraic Error Base(6164KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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