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A Compact 3D Omnidirectional Range Sensor of High Resolution for Robust Reconstruction of Environments

机译:紧凑的高分辨率3D全向测距传感器用于环境的稳健重建

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摘要

In this paper, an accurate range sensor for the three-dimensional reconstruction of environments is designed and developed. Following the principles of laser profilometry, the device exploits a set of optical transmitters able to project a laser line on the environment. A high-resolution and high-frame-rate camera assisted by a telecentric lens collects the laser light reflected by a parabolic mirror, whose shape is designed ad hoc to achieve a maximum measurement error of 10 mm when the target is placed 3 m away from the laser source. Measurements are derived by means of an analytical model, whose parameters are estimated during a preliminary calibration phase. Geometrical parameters, analytical modeling and image processing steps are validated through several experiments, which indicate the capability of the proposed device to recover the shape of a target with high accuracy. Experimental measurements show Gaussian statistics, having standard deviation of 1.74 mm within the measurable range. Results prove that the presented range sensor is a good candidate for environmental inspections and measurements.
机译:本文设计并开发了一种用于环境三维重建的精确距离传感器。遵循激光轮廓测量的原理,该设备利用了一组能够将激光线投射到环境中的光发射器。由远心镜头辅助的高分辨率和高帧率相机收集由抛物面镜反射的激光,其形状设计为临时设计,以在将目标物距目标3 m处放置时实现最大10 mm的测量误差激光源。通过分析模型得出测量结果,该分析模型的参数在初步校准阶段进行估算。几何参数,分析建模和图像处理步骤通过几个实验得到了验证,这些实验表明了所提出的设备能够以高精度恢复目标形状的能力。实验测量结果显示出高斯统计,其标准偏差在可测量范围内为1.74毫米。结果证明,所提出的距离传感器是进行环境检查和测量的理想选择。

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