光场
结构光
极线几何
计算机视觉
光辉
投影机
结构光三维扫描仪
人工智能
计算机科学
傅里叶变换
轮廓仪
领域(数学)
校准
转化(遗传学)
一致性(知识库)
光学
数学
图像(数学)
物理
扫描仪
表面粗糙度
数学分析
化学
统计
纯数学
基因
量子力学
生物化学
作者
Ping Zhou,Yuting Zhang,Yunlei Yu,Weijia Cai,Guangquan Zhou
出处
期刊:AOPC 2019: Optical Sensing and Imaging Technology
日期:2019-12-18
摘要
In this paper, a three-dimensional (3D) shape measurement method based on structured light field imaging is proposed. Generally, light field imaging is challenging to accomplish the 3D shape measurement accurately, as the slope estimation method based on radiance consistency is inaccurate. Taking into account the special modulation of structured light field, the phase information is derived with Fourier transform profilometry, which is utilized to substitute the phase consistency for the radiance consistency in epipolar image (EPI) at first. Therefore, the 3D coordinates are derived after light field calibration, but the results are coarse due to slope estimation error and need to be corrected. Furthermore, the 3D coordinates refinement is performed based on relationship between the structured light field image and DMD image of the projector, which allows to improve the performance of the 3D shape measurement. The necessary light field camera calibration is described to generalize its application. Subsequently, the effectiveness of the proposed method is demonstrated with a sculpture and compared to the results of a conventional PMP system.
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