US 12,002,215 B2 · Method and apparatus for compensating image segmentation lines

Abstract

A method and an apparatus for compensating image segmentation lines are provided. In the method, image segmentation is applied to a medical image captured by using a segmentation model to obtain a segmentation image including at least one segmentation line between multiple layers in the medical image. Convolution computation is then performed on the segmentation image by using a kernel of a trained classification model to predict a location of a next pixel connected to a current pixel in the respective segmentation line within the segmentation image, in which the pixel to be predicted is limited to a neighboring pixel of the current pixel in a prediction direction. The predicted pixels are connected to form a compensated segmentation line for each segmentation line.

Claims10

Dependent claims

A method for compensating image segmentation lines suitable for electronic apparatus with a processor, the method comprising:

segmenting a captured medical image by adopting a segmentation model to obtain a segmentation image comprising at least one segmentation line between a plurality of layers in the medical image;
performing a convolution operation on the segmentation image by adopting a kernel of a trained classification model to predict a position of a next pixel connected to a current pixel of the respective segmentation line in the segmentation image, wherein the predicted pixel is a neighboring pixel of the current pixel in a prediction direction;
and
connecting a plurality of predicted pixels to form a compensated segmentation line for the respective segmentation line.

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Dependencies are inferred from the claim text.

Method and apparatus for compensating image segmentation lines

Life of this patent

Method and apparatus for compensating image segmentation lines

Life of this patent

Abstract

Claims10