The application discloses a kind of identification and positioning method and device of aerial
visual angle blind area target, belong to
computer vision and
remote sensing field.The method includes: obtaining the multisensor data of
laser radar, camera, IMU and GNSS;
Laser radar point cloud is converted to local
horizontal coordinate system, and the region with elevation
mutation feature is identified as blind area detection candidate area;The specific type and pixel range of aerial
visual angle blind area target are identified;The
point cloud data corresponding to target
mask is extracted, combined with the
pose and coordinate information of unmanned aerial vehicle, the three-dimensional coordinates of target under geocentric coordinate
system are solved, and the center position is calculated to realize accurate positioning.The technical
route of the application is coarse positioning by
laser radar point cloud detection candidate area, accurate identification by image semantic segmentation,
coordinate mapping solution, solves the problem that existing technology cannot be efficiently identified and positioned, and the accuracy is low, realizes the type identification and high-precision positioning of aerial
visual angle blind area target.