基于立体视觉的水下三维测量系统研究
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国家重点研发计划(2017YFB1103602);国家自然科学基金项目(U1613213、U1713213);深圳市科技计划(JSGG20150925164740726)


A Binocular Stereo Vision System for Underwater 3D Measurement
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    摘要:

    随着我国海洋战略的提出,对于海洋观测技术和装备的需求日趋迫切。针对现有水下成像系统无法实现精确三维测量这一难题,该文提出了一种基于双目立体视觉原理的水下三维测量系统研究方法,并对其可行性进行了验证。针对水下成像过程存在的水体界面折射问题,该文提出了相应的相机成像模型及系统参数标定方法,建立了防水深度达 30 m 的双目水下测量及照明装置,并在水池、近海条件下进行了实地测试。实验结果显示,在水体条件较好的情况下,系统观测距离可达 8 m 以上,有效测量距离为 0.5~4.5 m,在 0.5 m 和 4.5 m 距离处的测量误差分别为 2 mm 和 20 mm。实验验证了 水下双目成像模型、立体标定、测量模型等方法的有效性和精确性,可为水下检修作业等海洋工程行业提供一种有效的三维测量技术手段。

    Abstract:

    With the development of marine economy, the demand for underwater observation and prospecting equipment is increasing accordingly. Conventional underwater vision system can only provide image but lack of 3D information. To realize 3D measurement for various underwater applications, a binocular stereo vision system is investigated in this paper. Different with classical stereo vision problem, the challenge for underwater stereo vision system mainly comes from the light reflection between camera lens and water. Based on the proposed underwater stereo vision model and calibration method, a prototype of underwater 3D vision system is established. The system contains two cameras and the light-based illumination module, which can work under the water depth of 30 m. The experiments are implemented in the pool and near sea environments. Experimental results show that, the system has an observing distance up to 8 m in normal water condition. The effective measurement range is 0.5-4.5 m, and the measurement error varies from 2 to 20 mm with the increasing of observing distance. Precision of the proposed system can meet most underwater measurement requirement, and has great potentials in underwater observing and engineering applications.

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引文格式
张洪龙,陈 涛,庄培钦,等.基于立体视觉的水下三维测量系统研究 [J].集成技术,2018,7(3):1-14

Citing format
ZHANG Honglong, CHEN Tao, ZHUANG Peiqin, et al. A Binocular Stereo Vision System for Underwater 3D Measurement[J]. Journal of Integration Technology,2018,7(3):1-14

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  • 在线发布日期: 2018-05-18
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