Image processing method and device, equipment and storage medium

Abstract

The invention discloses an image processing method add device, equipment and a storage medium, and relates to the field of image processing. The method comprises the following steps: processing an image through an image segmentation model to obtain a probability distribution diagram of a sky region in the image, namely the confidence coefficients of pixels of the sky region in the diagram; determining a high-confidence region of which the confidence coefficient is higher than a first confidencecoefficient threshold from the sky region; and when the pixel points in the high-confidence region donot meet the preset condition, replacing the sky region with a target sky material to obtain a target image. According to the method and device, the problem that the sky area can be manually replacedby at least seven steps in the related technology is solved, the purpose of automatically replacing the original sky area in the image by the target sky material is achieved, a user does not need torepair the image in the later period, the manual operation steps of the user are reduced, and the human-computer interaction efficiency is improved. Even if the user does not have a picture repairingfunction, the user can obtain sky pictures which are comparable with sky pictures shot by a professional digital single lens reflex.

Description

technical field [0001] The embodiments of the present application relate to the field of image processing, and in particular, to an image processing method, device, device, and storage medium. Background technique [0002] Usually, a user uses a terminal to shoot an object of interest, and when the captured image includes a sky scene, the quality of the captured image will be affected by ambient light. For example, when the user is shooting, he may encounter situations such as poor weather conditions and poor light, and the shooting effect of the scene cannot meet the ideal effect in the user's mind. For example, in the case of a cloudy day, the user takes the sky as the shooting background When the image is captured, the sky area in the captured image is gray, which cannot achieve the desired effect in the user's mind. [0003] In the related technology, the user uses image editing software to replace the sky area in the captured image with an ideal sky material, and the r...

AI Technical Summary

Problems solved by technology

[0012] The embodiment of the present application provides an image processing method, device, equipment, and storage medium, which can solve the problems of requiring more manual operations, complex steps, and low efficiency of human-computer interaction when replacing sky material in the sky area in the captured image

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