The invention discloses an egg
cytoplasm single
sperm injection method based on image recognition, and belongs to the technical field of assisted
reproduction, the method comprises the following steps: constructing a high-quality
sperm evaluation feature tag, screening high-quality sperms by using a
convolutional neural network model, and meanwhile, carrying out
image acquisition and
processing on ovum cells; obtaining an ovum edge image and an internal
organelle segmentation image; in the aspect of
injection point selection, through
image fusion and analysis, multiple parameters such as
cytoplasm gray scale, mitochondrial quantity and distance from
cell nucleus are comprehensively considered, potential injection points are evaluated, evaluation values are calculated, and finally the optimal
injection point is determined; according to the invention, the precision of
sperm screening and ovum
injection site selection is realized, the success rate of ovum
cytoplasm single
sperm injection is obviously improved, the problem of fertilization failure caused by poor
sperm quality or inaccurate
injection site is reduced, and a powerful
technical support is provided for the development of an assisted
reproduction technology.