A Novel DNN-based Image Watermarking Algorithm

Miniatura

Data

2023

Tytuł czasopisma

ISSN czasopisma

Tytuł tomu

Wydawca

Wydawnictwo Politechniki Łódzkiej
Lodz University of Technology Press

Abstrakt

DNN architecture for image watermarking that balances the tasks of embedding and detecting a watermark is presented. The system consists of two networks: the embedder and the detector. A loss function based on a structural similarity index measure minimizes the difference between the original and watermarked signal. The average SSIM is 0.98 while the accuracy is 99.99%.

Opis

Słowa kluczowe

deep neural networks, image watermarking, autoencoder, ssim, głębokie sieci neuronowe, znak wodny obrazu, autoenkoder, ssim

Cytowanie

Kovačević S., Pavlović K., Djurović I., A Novel DNN-based Image Watermarking Algorithm. W: Progress in Polish Artificial Intelligence Research 4, Wojciechowski A. (Ed.), Lipiński P. (Ed.)., Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, s. 301-306, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.48.

Kolekcje

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