Face image privacy protection method and device for adversarial makeup generation, storage medium and program product

By training the makeup migration model and fine-tuning generator, a natural and high-quality confrontational makeup sample is generated, which solves the problem of poor face privacy protection in the existing technology, and achieves high protection success rate and image quality in face verification promote.

CN119152076AActive Publication Date: 2024-12-17ZHEJIANG UNIV
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Patent Information

Application Number
CN202410892374.2
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-07-04
Publication Date
2024-12-17
Estimated Expiration
2044-07-04

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Abstract

The invention discloses a face image privacy protection method and device for adversarial makeup generation, a storage medium and a program product. The method comprises the following steps: firstly, training a makeup migration model capable of carrying out finer migration on a reference makeup, migrating the reference makeup to a to-be-protected face image by utilizing the model, then coding the to-be-protected image, regenerating the to-be-protected face image with the reference makeup by utilizing a code fine tuning generator, and finally, carrying out fine tuning on the to-be-protected face image with the reference makeup. According to the face privacy protection model and method for adversarial makeup generation, adversarial is introduced into a to-be-protected face image code, and a face image with adversarial makeup is generated, so that the face privacy protection model and method for adversarial makeup generation are realized, and a natural and high-quality adversarial makeup sample quality can be generated; and the processed face image has a relatively high protection success rate in an application occasion of face verification.
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Citation Information

Patent Citations

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