一种基于动态规划的线性激光扫描器断点检测方法

Xiaoqia Yin, W. Tao, H Zhao
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引用次数: 0

摘要

线性激光扫描仪在三维重建等工业应用中得到了广泛的应用。激光条纹中心线的断点检测是激光条纹检测的基本步骤。在实际应用中,由于各种噪声的影响,中心线总是不完美的。提出了一种新的断点检测方法——固定动态规划(FDP)。首先详细说明了作为FDP判据的中心线拟合误差。其次,介绍了FDP方法的原理,该方法利用中心线的已知断点信息对传统的DP方法进行了改进。最后,利用线性激光扫描系统实现了噪声激光条纹中心线断点的检测实验。实验结果表明,所提出的FDP方法可以避免噪声的影响,提高计算效率。
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A novel breakpoint detection method based on dynamic programming for linear laser scanner
Linear laser scanner has been widely used in industrial applications, such as 3D reconstruction. Breakpoint detection of the laser stripe centerline is a fundamental step. In practical applications, the centerline is always not perfect due to various noises. A novel breakpoint detection method named Fixed Dynamic Programming (FDP) is proposed. Firstly, the centerline fitting error is illustrated in detail, which is to be used as the criterion in the FDP. Secondly, principle of the FDP method is described, which modified the traditional DP method by utilizing the foreknown breakpoints information of the centerline. Finally, experiment is implemented to detect breakpoints of the noisy laser stripe centerline by using a linear laser scanning system. From the experiment result verifies that the prosed FDP method can avoid the influence of noise and improve the computation efficiency.
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