Laser & Optoelectronics Progress, Volume. 53, Issue 2, 21503(2016)

Calibration and Quantitative Evaluation for a Low-Cost Stereo-Camera System

Cui Hongxia*, Wang Hongyan, Liu Jiaqi, and Liu Chang
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  • [in Chinese]
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    Aiming at realizing three-dimension reconstruction, both the high-precision calibration of the low-cost stereo-camera system and the assessment of the quantitative accuracy are accomplished. The self-calibration bundle adjustment model that can calculate the platform parameters between cameras and internal parameters of camera is deduced.Based on relative orientation of the stereo-camera,atheoretical model for accuracy evaluation of ration is established by taking advantage of total calibration parameters and its covariance matrix. A stereo-camera system is established by using low-cost web camera. The calibration and accuracy evaluation of ration of the proposed system is carried out.Experimental results show that simultaneous determination of internal parameters and platform parameters of stereo-camera can improve the calibration accuracy and the stability. Quantitative evaluation model of considering parameters relativity can reflect the calibration accuracy for the stereo-camera system robustly.

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    Cui Hongxia, Wang Hongyan, Liu Jiaqi, Liu Chang. Calibration and Quantitative Evaluation for a Low-Cost Stereo-Camera System[J]. Laser & Optoelectronics Progress, 2016, 53(2): 21503

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    Paper Information

    Category: Machine Vision

    Received: Aug. 21, 2015

    Accepted: --

    Published Online: Jan. 25, 2016

    The Author Email: Hongxia Cui (cuihongxia87021@163.com)

    DOI:10.3788/lop53.021503

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