Object classification method and device based on artificial intelligence and medical imaging equipment

Abstract

The invention relates to an object classification method and device based on artificial intelligence, a computer readable storage medium and computer equipment, and the method comprises the steps: obtaining a to-be-processed image which comprises a target detection object; segmenting a target detection object image of the target detection object from the to-be-processed image; inputting the targetdetection object image into the feature object prediction model to obtain a feature object segmentation map of a feature object in the target detection object image; obtaining quantitative feature information of the target detection object according to the target detection object image and the feature object segmentation image; and classifying the target detection object image according to the quantitative feature information to obtain category information of the target detection object in the to-be-processed image. According to the scheme provided by the invention, unnecessary image data inthe to-be-processed image can be effectively reduced, the influence of the unnecessary image data in the to-be-processed image on object classification is reduced, and the classification accuracy of the target detection object in the to-be-processed image is improved.

Description

technical field [0001] The present application relates to the technical field of image processing, in particular to an object classification method and device based on artificial intelligence, a computer-readable storage medium and computer equipment, and a medical imaging equipment. Background technique [0002] With the development of image processing technology, it is more and more common to apply image processing technology to the medical field to realize the recognition or classification of different objects in medical images. In traditional object classification technology, medical imaging images are usually classified directly. However, due to the rough classification method of traditional object classification technology, it is easy to cause misclassification, resulting in low classification accuracy. Contents of the invention [0003] Based on this, it is necessary to provide an artificial intelligence-based object classification method, device, computer-readable ...

AI Technical Summary

Problems solved by technology

[0003] Based on this, it is necessary to provide an artificial intelligence-based object classification method, device, computer-readable storage medium and computer equipment, and a medical imaging device for the technical problem of low classification accuracy of traditional object classification technology

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