光场成像系统仿真分析与深度标定研究
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V211.71

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国家自然科学基金资助项目(51576130,51327803)


Simulation analysis and depth calibration of a light field imaging system
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    摘要:

    微透镜阵列的光场相机可以根据微透镜阵列与传感器之间的距离分成非聚焦(传统型)、聚焦开普勒型和聚焦伽利略型3种光场相机,使用光学仿真软件Zemax对这3种光场相机进行模拟,对得到的白板图进行微透镜中心标定以及对原始光场图片进行渲染处理,得到系统的空间分辨率(重聚焦图片分辨率)、角度分辨率(多视角数)等信息。利用重聚焦系数推导出景深、焦深的计算公式。综合考虑实际条件和测量对象,选择搭建聚焦伽利略型光场相机实验系统,该系统关键参数b=0.6 fm,其中b为微透镜阵列与传感器之间的距离,fm为微透镜单元的焦距。结合仿真系统分析了影响深度标定方法准确性的因素,结果表明,原图清晰度、采样步长、重聚焦步长、重采样倍数以及拟合方法都对最终得到的深度标定曲线产生影响,并通过改进实验验证了仿真的结论。

    Abstract:

    Light field imaging includes light field sampling and light field image processing. The light field camera based on the micro lens array can be divided into three kinds of light field cameras according to the distance between the micro lens array and the sensor: unfocused type(traditional type), focused Kepler type and focused Galileo type light field camera. The optical simulation software Zemax was used to simulate these three light field cameras. The whiteboard image obtained was calibrated with the micro lens center and the original light field image was rendered to obtain the spatial resolution and angular resolution of the system. The refocusing factor was used to derive the calculation formulas of the depth of field and the depth of focus. Considering the actual conditions and measuring objects comprehensively, the experimental system for the focused Galileo light field camera with b = 0.6fm was constructed, where b is the distance between the micro lens array and the sensor, and fm is the focal length of the microlens unit. Combinedly using the simulation system, the factors that affect the accuracy of the depth calibration method were analyzed. From the simulation results, it is concluded that the clarity of the original image, the sampling step, the refocusing step, the spatial resolution resampling multiple and the use of fitting are all relevant to the final depth calibration curve. The simulation conclusion was verified through improved experiments.

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于成帅,周骛,蔡小舒.光场成像系统仿真分析与深度标定研究[J].上海理工大学学报,2021,43(1):1-9,41.

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  • 收稿日期:2020-05-06
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  • 在线发布日期: 2021-03-18
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