The application provides a ship precise positioning method and
system based on three-dimensional depth
feature extraction, comprising the following steps: S1, based on the optical
stereo imaging principle, combined with the photographic
pose data, a plurality of view images imaged at different angles and different distances are acquired; S2, a
region of interest frame is identified in the acquired images, the ship target in the images is framed, and key point identification is performed on the target in the
region of interest; S3, the key points containing
semantics are identified, and the key points identified in the images photographed at different angles are paired according to semantic labels; S4, the target is classified and identified by using the three-dimensional space coordinate information of the key points, the real model in the
database is virtually arranged into the body coordinate
system according to the position of the key points in the space after the ship model is identified, and the
false alarm and the missed detection of the ship target caused by
noise interference and environmental interference are reduced; and the application can capture more feature points, and the identification accuracy is greatly improved.