Kovačević, SlavkoPavlović, KostaDjurović, Igor2023-09-222023-09-222023Kovačević 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: 10.34658/9788366741928.48.978-83-66741-92-8http://hdl.handle.net/11652/4824https://doi.org/10.34658/9788366741928.48DNN 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%.enDla wszystkich w zakresie dozwolonego użytkuFair use conditiondeep neural networksimage watermarkingautoencoderssimgłębokie sieci neuronoweznak wodny obrazuautoenkoderssimRozdział - monografiaLicencja PŁLUT License10.34658/9788366741928.48