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基于AI的机载LiDAR点云自动精细分类技术
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“AI+雷达点云”提升实景三维数据生产效能
Core Insights - The Ministry of Natural Resources' First Aerogeophysical Remote Sensing Institute has been advancing the application of "AI + LiDAR point cloud" technology in the production of realistic 3D data, significantly enhancing production efficiency in 3D projects [1][2] Group 1: Technology Development - The integration of AI with airborne LiDAR point cloud technology has enabled automatic fine classification of data, enhancing the automation and intelligence of LiDAR data production [2][3] - The technology allows for precise identification of various objects such as vehicles, vegetation, buildings, and overhead pipelines, improving classification accuracy compared to traditional software [3] Group 2: Project Implementation - The institute has undertaken 3D data production tasks at various scales, contributing to the establishment and continuous updating of a multi-scale, multi-type spatial geographic information database [1][3] - Recent training sessions were organized to share the AI-based LiDAR point cloud classification technology with relevant personnel from the Shaanxi Surveying and Mapping Geographic Information Bureau, promoting efficiency in 3D project data production [3] Group 3: Strategic Focus - The institute is committed to incorporating AI technology research into its overall development strategy, focusing on enhancing production efficiency, quality, and management effectiveness [4] - Future efforts will concentrate on multi-modal data fusion and intelligent analysis to improve the automation and intelligence of data resource management [4]