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Algorithm for camera parameter adjustment in multicamera systems
Liu, Jianran; Fang, Zaojun; Zhang, Kun; Tan, Min
Volume54Issue:10Pages:104108-1 ~ 104108-10
AbstractMulticamera systems have many advantages and are widely used. However, many situations require camera parameters that are more accurate than those that are currently available. A new algorithm is proposed to improve the accuracy and consistency of these systems by adjusting the camera parameters. The algorithm assumes that the distribution of the measured point positions follows the Gaussian mixture model. Based on this model, point positions in space are estimated, and new camera parameters are computed from the estimation. A metric is defined to describe the difference between the newly computed and precalibrated camera parameters, following which the parameters are adjusted by minimizing this difference. Finally, the validity of the algorithm is confirmed by conducting experiments. Two indicators that describe the accuracy and consistency are defined and applied to analyze the experimental data. (C) 2015 Society of Photo-Optical Instrumentation Engineers (SPIE)
KeywordMulticamera System Camera Calibration Computer Vision Camera Parameter Adjustment
WOS HeadingsScience & Technology ; Physical Sciences
Indexed BySCI
Funding OrganizationNational Natural Science Foundation of China(61305024 ; Beijing Natural Science Foundation(3141002) ; 61273337 ; 61227804 ; 61333016)
WOS Research AreaOptics
WOS SubjectOptics
WOS IDWOS:000364220200022
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Cited Times:4[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
AffiliationChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Liu, Jianran,Fang, Zaojun,Zhang, Kun,et al. Algorithm for camera parameter adjustment in multicamera systems[J]. OPTICAL ENGINEERING,2015,54(10):104108-1 ~ 104108-10.
APA Liu, Jianran,Fang, Zaojun,Zhang, Kun,&Tan, Min.(2015).Algorithm for camera parameter adjustment in multicamera systems.OPTICAL ENGINEERING,54(10),104108-1 ~ 104108-10.
MLA Liu, Jianran,et al."Algorithm for camera parameter adjustment in multicamera systems".OPTICAL ENGINEERING 54.10(2015):104108-1 ~ 104108-10.
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