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实体 Mobile Laser Scanning Systems for Measuring the Clearance Gauge of Railways: State of Play, Testing and Outlook

Mobile Laser Scanning Systems for Measuring the Clearance Gauge of Railways: State of Play, Testing and Outlook

PulseAugur coverage of Mobile Laser Scanning Systems for Measuring the Clearance Gauge of Railways: State of Play, Testing and Outlook — every cluster mentioning Mobile Laser Scanning Systems for Measuring the Clearance Gauge of Railways: State of Play, Testing and Outlook across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_154695 ·

    NormalView方法使用激光雷达数据实现95.5%的树种分类准确率

    研究人员开发了NormalView,一种使用激光雷达数据进行树种分类的新型深度学习方法。这种基于投影的方法将几何信息嵌入到2D投影中,然后输入到YOLOv11图像分类网络。该方法取得了高准确率,在移动激光扫描(MLS)数据上达到95.5%,在航空激光扫描(ALS)数据上达到91.8%。研究还发现,整合来自多个扫描通道的多光谱辐射强度信息可以进一步提高分类性能。