Makeup style migration method and system based on regional style consistency

Abstract

The invention provides a makeup style migration method and system based on regional style consistency, and the method comprises the steps: inputting a plain face image and a reference makeup face image, and deformation images to obtain a pseudo makeup face image; based on the number of preset sub-makeup styles, performing makeup segmentation on the pseudo makeup face image through an SOM network by using the color texture information of the makeup, decomposing the makeup style into the sub-makeup styles, and dividing the overall makeup into different sub-makeup style areas to obtain an approximate result of a makeup segmentation result of the target makeup face image; inputting the plain face image and the reference makeup face image into an adversarial generative network, adjusting a generative network module in the adversarial generative network through regional adaptive normalization, and applying the same normalization mode to the same sub-style region to enhance the consistency oflong-distance similar makeup regions; and enabling the generation network module to output the target makeup face image, so that a better makeup style migration image effect can be realized.

Description

technical field [0001] The invention relates to the technical field of image generation, in particular to a technical solution for makeup style migration based on regional style consistency. Background technique [0002] Makeup is a common way to enhance your appearance. Through the use of cosmetics and tools, the face and facial features can be rendered, painted, flaws covered, shape and color adjusted, and three-dimensional impression enhanced, thereby increasing beauty and charm. Therefore, in the field of image processing technology, makeup processing is also an important application scenario. For example, the authorized patent CN108090465B provides a makeup effect processing model training method and makeup effect processing method, and the authorized patent CN105956150B provides a method for generating user discovery and makeup matching suggestions. Methods and devices. [0003] Facial makeup transfer is a new application technology in the field of image processing i...

AI Technical Summary

Problems solved by technology

However, the existing methods all decompose makeup into three parts: lip makeup, eye makeup and facial makeup, but the complexity of these three sub-makeups is not similar. Lip makeup is often relatively simple, eye makeup is relatively complex, and facial makeup is more diverse. sex

Such a division method is not conducive to the training of the model

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