The invention relates to a registration method and
system for mouse
brain tissue slice images. On the basis of a two-dimensional mouse
brain tissue slice image to be registered and a section parameter prediction model,
spatial positioning parameters are determined, and tedious three-dimensional space search and iterative matching in the prior art are effectively replaced by one-time prediction based on the section parameter prediction model, so that the matching efficiency is improved, and the robust
spatial positioning parameters are given; determining deformation mapping information based on the
spatial positioning parameters, the two-dimensional mouse
brain tissue slice image and the three-dimensional average mouse brain template map, determining a two-dimensional labeled slice based on the spatial positioning parameters and the three-dimensional
standard map, and determining a registered mouse brain tissue slice
image based on the two-dimensional labeled slice and the deformation mapping information, according to the method and the
system, subsequent fine alignment
processing is carried out on a two-dimensional level, so that the calculation complexity and the
algorithm difficulty are greatly reduced, an automatic
workflow of intelligent three-dimensional positioning and efficient two-dimensional registration can be formed, and powerful support is provided for high-
throughput analysis and clinical application.