Face image processing method and device, electronic device and storage medium

Abstract

The invention provides a face image processing method and device, an electronic device and a storage medium, and the method comprises the steps: obtaining an original face image comprising a to-be-restored region, and generating a binary image corresponding to the original face image according to a skin region and a non-skin region in the original face image; generating a weight image according tothe gradient value of the original face image; and inputting the original face image, the binary image and the weight image into the trained generative adversarial network, and obtaining a target face image which is output by the trained generative adversarial network and is obtained after the to-be-restored area is restored. According to the embodiment of the invention, the binary image and theweight image are introduced into the generative adversarial network, so that more attention is paid to skin texture details when the to-be-restored area in the face image is processed, and the restored image is real and natural. Meanwhile, the problem that the repaired face image is distorted due to the fact that the defect area is filled with the non-skin area when the to-be-repaired area in theface image is repaired is avoided.

Description

technical field [0001] The present disclosure relates to the technical field of image processing, and in particular, to a processing method, device, electronic equipment, and storage medium of a face image. Background technique [0002] With the continuous popularization of mobile terminals, various photography, video and other applications have developed rapidly. When users take pictures or record videos, they can process the captured face images through the beauty function provided in the application to remove facial features. For obvious blemishes in the skin of the face, such as blemishes, moles, spots, etc., the processed image can increase the texture of the skin and improve the quality of the image. [0003] In the current technology, the method of repairing the face image is mainly to select the image pixels directly to remove the defect area, and use the image completion algorithm to fill it according to the pixels around the missing area and the texture structure. ...

AI Technical Summary

Problems solved by technology

[0005] The present disclosure provides a face image processing method, device, electronic equipment, and storage medium, which are used to solve the problem in the prior art that repairing the flaws in the face image will lead to distortion of the repaired image

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