The invention relates to the technical field of building area three-dimensional model construction, in particular to a three-dimensional model construction method,
system and device based on unmanned aerial vehicle surveying and mapping and a medium. The method comprises the following steps: firstly, carrying out pixel-level segmentation on a building area image obtained by an unmanned aerial vehicle to obtain a ground feature category, and carrying out further segmentation in combination with
terrain information to obtain a scene unit; then, performing unit internal matching on scene unit
point cloud data acquired by each unmanned aerial vehicle, performing inter-unit registration
processing in combination with an
absolute positioning reference, and performing curved
surface reconstruction and boundary fusion to obtain a three-dimensional
point cloud model; and finally, obtaining a multi-angle
RGB image set of each scene unit, extracting a visible image, eliminating shielding interference, selecting an optimal
visual angle image to reduce texture deformation, and finally mapping the texture of the optimal
visual angle image to a three-dimensional
point cloud model to obtain a three-dimensional model of a surveying and mapping area, which has an accurate geometric structure and high-fidelity visual features, and is suitable for the three-dimensional point cloud model of the surveying and mapping area. And high-precision and real three-dimensional basic data is provided for surveying and mapping
visualization,
engineering design and the like.