Details of Research Outputs

TitleIntrinsic Calibration of a Camera to a Line-Structured Light Using a Single View of Two Spheres
Creator
Date Issued2018
Conference Name19th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2018
Source PublicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ISSN0302-9743
Volume11182 LNCS
Pages87-98
Conference Date2018-9-24 --2018-9-27
Conference PlacePoitiers
Abstract

This paper proposes a novel approach to calibrate the intrinsic camera parameters from a single image, which includes the silhouette of two spheres and two ellipses generated by the intersection between the line-structured laser light and the two spheres. This approach uses the vanishing line of a plane and its normal direction to calculate the orthogonal constraints on the image of absolute conic (IAC). And this plane is formed by the camera center and two sphere centers. In addition, the pair of the circular points of the light plane is calculated from the generalized eigenpairs from the intersection between the light plane and the spheres. The intrinsic parameters of the camera can then be recovered from the derived orthogonal constraint and the pair of circular points on the IAC. Furthermore, the 3D positions of these two sphere centers under the camera coordinate can be recovered from the camera intrinsic matrix and then used to evaluate the accuracy of the camera intrinsic matrix. Experiment results on both synthetic and real data show the accuracy and the feasibility of the proposed approach.

KeywordGeneralized eigenvectors Intrinsic camera calibration Spheres The line-structure light
DOI10.1007/978-3-030-01449-0_8
URLView source
Indexed ByCPCI-S
Language英语English
WOS Research AreaComputer Science ; Engineering ; Imaging Science & Photographic Technology
WOS SubjectComputer Science, Artificial IntelligenceComputer Science, Theory & MethodsEngineering, Electrical & ElectronicImaging Science & Photographic Technology
WOS IDWOS:000476892400008
Scopus ID2-s2.0-85054787250
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/6328
CollectionFaculty of Science and Technology
Affiliation
1.Department of Computer Science,Hong Kong Baptist University,Kowloon Tong,Hong Kong
2.Department of Computer Science and Technology,United International College,BNU-HKBU,Zhuhai,China
3.Bomming Vision Technology Co.,Ltd.,Zhuhai,China
First Author AffilicationBeijing Normal-Hong Kong Baptist University
Recommended Citation
GB/T 7714
Liu, Yu,Yang, Jiayu,Zhou, Xiaoyonget al. Intrinsic Calibration of a Camera to a Line-Structured Light Using a Single View of Two Spheres[C], 2018: 87-98.
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