Interactive image editing method, system, readable storage medium and electronic equipment

Abstract

The invention provides an interactive image editing method, a system, a readable storage medium and electronic equipment. The method comprises the following steps: obtaining an edited image which comprises an original image and a feature image pasted on a target region of the original image; inputting the edited image into a generator in the trained generative adversarial network structure; optimizing the region of the feature image in the edited image by using the self-adaptive spatial attention in the generator to obtain an edited image with spatial attention features; automatically allocating a weight to the edited image with the spatial attention feature by using the self-adaptive channel attention in the generator to obtain an edited image with a channel attention feature; and training the edited image with the channel attention feature to obtain a new combined image.

Description

technical field

[0001] The invention relates to the technical field of image editing, in particular to an interactive image editing method, system, readable storage medium and electronic equipment. Background technique

[0002] Interactive image editing is an important area of ​​computer graphics and computer vision. Social media trends and high-quality image acquisition systems of modern smartphones have accelerated the rapid growth of image editing content on the web, increasing the demand for flexible, high-quality, and easy-to-use image editing applications. However, most applications target fairly specific image editing operations and lack more general image operations. On the other hand, there is a lack of tools for more complex editing operations for less experienced users, such as changing facial expressions in images.

[0003] There are two main types of existing image editing technologies: (1) traditional interactive image editing, taking Poisson image editing as...

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