This invention relates to the field of
full crown restoration technology, and discloses a method and
system for extracting the edge lines of a
full crown restoration preparation based on
deep learning. The method includes: acquiring three-dimensional mesh data of the
test subject's preparation; inputting the three-dimensional mesh data of the
test subject's preparation into a three-dimensional mesh semantic segmentation
network model to obtain the three-dimensional mesh segmentation result of the
test subject's preparation; preprocessing the three-dimensional mesh segmentation result of the preparation, and
smoothing the preprocessed three-dimensional mesh segmentation result to obtain an accurate three-dimensional mesh segmentation result; calculating the segmentation
edge based on the accurate three-dimensional mesh segmentation result to obtain a rough edge line of the preparation; and performing
smoothing and projection
processing on the rough edge line of the preparation to obtain a smooth edge line of the preparation on the three-dimensional mesh. This invention can assist in annotating the edge lines of the preparation, saving restoration design and fabrication time, and reducing
annotation errors caused by subjective factors.