The present application relates to the technical field of open
coal mine three-dimensional model construction, in particular to an open
coal mine three-dimensional model construction method,
system, device and storage medium, first, the images of each area of the open
coal mine are mixed based on the pixel of dust concentration, splicing is realized, the open coal mine splicing graph is obtained, after dust removal treatment, the open
coal mine dust-free graph is obtained; then, combined with the
topography and dust concentration distribution information of the open coal mine to be measured, the open
coal mine dust-free graph is subjected to semantic segmentation, different coal mine scenes are identified, and combined with the corresponding dust concentration distribution information, the unmanned aerial vehicle
route is planned to obtain
point cloud data, the
initial point cloud model is constructed, and the surface is optimized to obtain the coal mine
point cloud model; finally, the open
coal mine dust-free graph and the coal mine
point cloud model are unified in coordinates and registered to obtain a texture map, and after fusion, unnecessary point clouds are removed to obtain an open coal mine three-dimensional model, the accuracy and authenticity of the open coal mine three-dimensional model are improved, and the multi-scene application requirements are met.