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Range image noise suppression in laser imaging system

机译:激光成像系统中的距离图像噪声抑制

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摘要

Laser radar is able to produce both intensity images and range images. These two images provide the full 3-D information of the target. The quality of the range image is negatively impacted by noise arising from dropouts and range anomalies. This paper proposes an algorithm for range image background suppression, utilizing the intensity image, a mathematical morphology (MM) filter and a mean filter. An order-mean-filter algorithm is applied to suppress the range anomaly. A comparison of the filter effects between various templates and templates in weighted mode was made, resulting in the selection of the order-mean-filter algorithm of the best multiple template. It was applied to the range image formed by the target in the actual radar.
机译:激光雷达能够产生强度图像和距离图像。这两个图像提供了目标的完整3-D信息。距离图像的质量受到因丢失和距离异常而产生的噪声的负面影响。提出了一种利用强度图像,数学形态学滤波和均值滤波的距离图像背景抑制算法。应用阶数均值滤波算法来抑制距离异常。比较了各种模板和模板在加权模式下的滤波效果,从而选择了最佳多重模板的阶数均值滤波算法。它被应用于目标在实际雷达中形成的距离图像。

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