Calibration Technique for Underwater Active Oneshot Scanning System with Static Pattern Projector and Multiple Cameras

极线几何 水下 投影机 束流调整 计算机科学 计算机视觉 人工智能 校准 结构光 过程(计算) 数学 地质学 摄影测量学 图像(数学) 统计 海洋学 操作系统
作者
Hiroshi Kawasaki,Hideaki Nakai,Hirohisa Baba,Ryusuke Sagawa,Ryo Furukawa
标识
DOI:10.1109/wacv.2017.40
摘要

Underwater 3D shape scanning technique becomes popular because of several rising research topics, such as map making of submarine topography for autonomous underwater vehicle (UAV), shape measurement of live fish, motion capture of swimming human, etc. Structured light systems (SLS) based active 3D scanning systems are widely used in the air and also promising to apply underwater environment. When SLS is used in the air, the stereo correspondences can be efficiently retrieved by epipolar constraint. However, in the underwater environment, the camera and projector are usually set in special housings and refraction occurs at the interfaces between water/glass and glass/air, resulting in invalid conditions for epipolar constraint which severely deteriorates the correspondence search process. In this paper, we propose an efficient technique to calibrate the underwater SLS systems as well as robust 3D shape acquisition technique. In order to avoid the calculation complexity, we approximate the system with central projection model. Although such an approximation produces an inevitable errors in the system, such errors are diminished by a combination of grid based SLS technique and a bundle adjustment algorithm. We tested our method with a real underwater SLS, consisting ofcustom-made laser pattern projector and underwater housings, showing the validity ofour method.

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