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Image processing method and device, and storage medium

An image processing, image technology, applied in the field of image processing

Pending Publication Date: 2020-04-17
TAIKANG LIFE INSURANCE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The embodiment of the present invention provides an image processing method, device and storage medium, which solves the problem in the prior art that the non-makeup part in the reference face makeup image is also transferred to the target face image, and improves the accuracy of makeup transfer

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  • Image processing method and device, and storage medium
  • Image processing method and device, and storage medium
  • Image processing method and device, and storage medium

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Embodiment Construction

[0060] In order to make the objectives, technical solutions, and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be described clearly and completely in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of the embodiments of the present invention, not all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of the present invention.

[0061] In recent years, as everyone pays more and more attention to appearance, artificial intelligence (AI) beauty technology has received more and more attention. The beauty technology can realize automatic makeup application and recommend the best according to the face. Makeup, etc., among which, the migration of face makeup is als...

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Abstract

The embodiment of the invention provides an image processing method and a device, and a storage medium. The method comprises the following steps: acquiring N makeup-free face images and a makeup faceimage corresponding to each makeup-free face image; training a generative adversarial network according to the N makeup-free face images and the makeup face image corresponding to each makeup-free face image to obtain a preset generative adversarial network; wherein attention mechanisms are introduced into an encoder and a discriminator of the generative adversarial network; obtaining a target face image and a reference face makeup image; according to a preset generative adversarial, migrating the makeup in the reference face makeup image to the target face image; the face image after makeup migration is obtained, the problem that the non-makeup part in the reference face makeup image is also migrated to the target face image in the prior art is solved, and the accuracy of makeup migrationis improved, so that the makeup of the face image after makeup migration is more natural and real, and the user experience is improved.

Description

Technical field [0001] The embodiments of the present invention relate to the field of image processing technology, and in particular to an image processing method, device, and storage medium. Background technique [0002] Facial image makeup migration, that is, facial makeup migration, is a new application technology that has emerged in the field of image processing in recent years, which can quickly realize user experience requirements for makeup. Face makeup migration is to specify a target face image and a reference face image, and transfer the makeup on the reference face image to the target face image to obtain the target face image after automatic makeup, namely makeup migration The result image. However, when performing makeup migration in the prior art, some non-makeup parts in the reference face image may be migrated to the target face image, so that the makeup in the result image of the makeup migration is unnatural. Summary of the invention [0003] The embodiments o...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T3/00G06N3/08G06N3/04
CPCG06N3/08G06N3/048G06T3/04
Inventor 韩森尧李驰刘岩
Owner TAIKANG LIFE INSURANCE CO LTD
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