The application discloses a
skull gender identification method based on multi-
modal, and relates to the field of
skull gender identification. The method comprises the following steps: reconstructing a three-dimensional
skull surface model based on skull CT scanning data to obtain a three-dimensional skull
data set; for each three-dimensional
skull surface model, adopting Koebe iteration to realize conformal mapping from a three-dimensional multi-connected region to a plane circular region to obtain a two-dimensional unit
circular disc, and respectively performing normal calculation and coloring, vertex coordinate calculation and coloring, curvature calculation and coloring to obtain a normal map, a spatial position map and a curvature map; inputting the normal map, the spatial position map, the curvature map and a gender
label corresponding to the three-dimensional
skull surface model into a multi-
modal skull gender identification network to
train a skull gender identification model; and when the skull gender identification model receives a normal map, a spatial position map and a curvature map of a target three-dimensional
skull surface model, the skull gender identification model outputs a corresponding gender. The application can improve the accuracy, efficiency and generalization ability of identification.