旋转物体的单光子三维重建技术

Single-photon 3D reconstruction technology of rotating objects

  • 摘要: 单光子探测技术具有高灵敏度和高时间分辨率,已成为三维成像领域的重要发展方向。APD单光子探测数据为表征光子脉冲事件的0-1数据,通常需要多次积累,可实现目标三维成像,但旋转物体的运动导致无法直接积累。针对旋转物体三维重建问题,提出了一种基于最大强度图清晰度的旋转物体单光子三维重建方法。首先建立旋转物体的三维重建模型,然后建立关于旋转速度的似然估计模型,最后以强度图的最大清晰度为代价函数求解旋转速度并进行重建。计算机仿真模拟了旋转十字架物体的单光子三维成像探测数据,通过三维重建算法对旋转物体实现了高精度三维重建,并在不同旋转速度下进行仿真验证,实现了不同速度下转速估计误差优于5 %,深度重建误差优于0.1 m,验证了重建算法的正确性。

     

    Abstract: Single photon detection technology has become an important development direction in the field of 3D imaging because of its high sensitivity and high time resolution. APD single photon detection data is 0-1 data representing photon pulse events, which usually needs to be accumulated many times to achieve 3D imaging of the target. While the rotating object cannot be directly accumulated due to its motion. In order to solve the problem of three-dimensional reconstruction of rotating objects, a single photon 3D reconstruction method based on the definition of maximum intensity map was proposed. Firstly, the 3D reconstruction model of rotating objects was established, and then the likelihood estimation model of rotation velocity was established. Finally, the maximum definition of intensity map was taken as the cost function to solve the rotation velocity and reconstruct it. The computer simulation simulated the single photon 3D imaging detection data of the rotating cross object, the 3D reconstruction algorithm was used to achieve the high precision 3D reconstruction of the rotating object, and the simulation verification at different speeds was performed. The simulation results show that the speed estimation error is better than 5% and the depth reconstruction error is better than 0.1 m at different speeds, which verifies the correctness of the reconstruction algorithm.

     

/

返回文章
返回