Image digital watermark generation and identification system and method based on GAN network

A technology of digital watermarking and network generation, applied in image data processing, image data processing, biological neural network model, etc., can solve the problem that the anti-attack ability needs to be improved, and achieve increased diversity, improved generation quality, and high anti-attack ability. Effect
CN110276708AActive Publication Date: 2019-09-24SHANDONG INSPUR SCI RES INST CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
SHANDONG INSPUR SCI RES INST CO LTD
Publication Date
2019-09-24

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Abstract

The invention provides an image digital watermark generation and identification system and method based on a GAN network, and belongs to the technical field of digital watermarks, information hiding, deep learning and neural networks. The image digital watermark generation and identification system and method adopt the GAN network to efficiently and quickly generate unperceptible image digital watermarks and effectively identify watermarks, and can gradually improve the digital watermark quality by repeatedly training a digital watermark generator and a discriminator.
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Description

technical field

[0001] The present invention relates to digital watermarking, information hiding, deep learning and neural network technology, in particular to a system and method for generating and identifying image digital watermarking based on GAN network. Background technique

[0002] Generative Adversarial Network (GAN) is a type of neural network originally proposed by Ian Goodfellow. It trains the discriminator (Discriminator) and the generator (Generator) in turn to fight against each other to sample from complex probability distributions. Widely used in various application scenarios.

[0003] In recent years, with the rapid development of the Internet, the importance of digital copyright protection has attracted more and more attention. While ensuring the normal use of digital information (such as digital images, audio, video, etc.) by legally authorized users, digital information should be protected. Creator and Owner's Copyright. Digital copyright protection tec...

Claims

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