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Makeup migration data processing method and system and storage medium

A data processing and makeup technology, applied in the field of deep learning, can solve problems such as difficulty in ensuring the consistency of eye makeup on the left and right eyes

Pending Publication Date: 2021-10-22
SOUTH CHINA NORMAL UNIVERSITY
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The current makeup transfer method is difficult to ensure that the left and right eyes are consistent after eye makeup transfer

Method used

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  • Makeup migration data processing method and system and storage medium
  • Makeup migration data processing method and system and storage medium
  • Makeup migration data processing method and system and storage medium

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Embodiment Construction

[0046] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present invention and should not be construed as limiting the present invention.

[0047] In the description of the present invention, several means more than one, and multiple means more than two. Greater than, less than, exceeding, etc. are understood as not including the original number, and above, below, within, etc. are understood as including the original number. If the description of the first and second is only for the purpose of distinguishing the technical features, it cannot be understood as indicating or implying the relative importance or implicitly indicating the number of the indicated technical features ...

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Abstract

The invention discloses a makeup migration data processing method and system and a storage medium, and can be applied to the technical field of deep learning. The method comprises the following steps: firstly, converting a reference image into a first feature image and converting a source image into a second feature image; determining an attention matrix of the first feature image and the second feature image; decomposing the makeup points of the reference image into a makeup point matrix, a first coefficient matrix and a first deviation matrix; and transforming the first coefficient matrix through the attention matrix to obtain a second coefficient matrix, transforming the first deviation matrix to obtain a second deviation matrix, finally migrating the makeup of the reference image to the source image according to the makeup matrix, the second coefficient matrix and the second deviation matrix, and setting symmetric constraints on the shifted source image. Therefore, the problem of influence of face asymmetry on makeup is solved, and the left eye makeup and the right eye makeup are consistent after makeup migration.

Description

technical field [0001] The present invention relates to the technical field of deep learning, in particular to a data processing method, system and storage medium for makeup migration. Background technique [0002] Makeup is an art form that enhances one's attractiveness and appearance. Nowadays, makeup is an essential part of people’s daily social life, whether it’s work or going out on a date. The application range of automatic makeup and makeup beautification is becoming more and more extensive, and gradually penetrates into every software for taking photos, live broadcasting, and even shopping. Makeup transfer technology can transfer the makeup of a portrait to your photo without makeup, let you know the appearance of the face on each makeup, and you can efficiently find out the makeup that suits you. The current makeup transfer method is difficult to ensure that the left and right eyes are consistent after eye makeup transfer. Contents of the invention [0003] The ...

Claims

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Application Information

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IPC IPC(8): G06T3/00G06T7/11G06F17/16
CPCG06T7/11G06F17/16G06T2207/30201G06T3/10G06T3/04
Inventor 穆丽伟林伟灏朱金乘
Owner SOUTH CHINA NORMAL UNIVERSITY
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