Image enhancement processing method and device based on artificial intelligence, equipment and medium

Abstract

The invention relates to artificial intelligence, and discloses an image enhancement processing method and device, equipment based on artificial intelligence, and a medium, and the method comprises the steps: obtaining an initial image, preprocessing the initial image, and obtaining an original feature image containing a target feature; carrying out edge detection on the original feature image byadopting an edge detection algorithm to obtain an original gradient graph, obtaining a statistical ring based on the original feature graph, carrying out iterative processing on the statistical ring,and carrying out screenshot processing on the original feature image based on the inner diameter of the statistical ring when the statistical ring is intersected with the original gradient graph to obtain a to-be-processed image; obtaining a standard image corresponding to the target feature, determining a standard area corresponding to the standard image, and obtaining a standard image parametercorresponding to the standard area; according to the to-be-processed parameters and the standard image parameters, carrying out migration processing on the to-be-processed image to acquire a migrationimage; and performing contrast-limited adaptive histogram equalization processing on the migration image to obtain a target enhanced image.

Description

technical field [0001] The present invention relates to the field of image processing, in particular to an artificial intelligence-based image enhancement processing method, device, equipment and medium. Background technique [0002] With the continuous development of image recognition technology, more and more fields apply image recognition technology to improve work efficiency. Especially in the medical field, the image recognition technology is used to automatically recognize the image, so that the recognition result can quickly determine the lesion. [0003] However, due to the shooting quality of different equipment, the difference in the acquisition environment and the operation proficiency of the photographer, the captured images have non-target features, and there are large differences in the distribution of image pixel values, resulting in more interference in the subsequent automatic image recognition. , there is an error in the recognition result. Contents of t...

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide an artificial intelligence-based image enhancement processing method, device, computer equipment, and storage medium to solve the problem of non-target features in the image and large differences in the distribution of image pixel values

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