High Capacity Blind Information Hiding Based on Autoencoder

Autor:	Zhenjie Bao, Yue Liu, Jingyun Hu, Yadong Jin
Rok vydání:	2021
Předmět:	History business.industry Computer science Information hiding ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION High capacity Pattern recognition Data_CODINGANDINFORMATIONTHEORY Artificial intelligence business Autoencoder Computer Science Applications Education
Zdroj:	Journal of Physics: Conference Series. 1802:032027
ISSN:	1742-6596 1742-6588
DOI:	10.1088/1742-6596/1802/3/032027
Popis:	To realize image information hiding, we train a multi-layers autoencoder includes an encoder and a decoder. Using encoder architecture, we input the secret color image and generate the cover image where the size stays the same directly. In addition, we reconstruct the secret color image by inputting the stego images passing on the decoder which accomplish the secret image blind extraction. Our method realizes a high resolution and high payload color image steganography. Experimental results show that we can realize the high capacity blind specified secret images information hiding automatically by our method.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::83192ff029b2e2f69924c9f64ab9ffea https://doi.org/10.1088/1742-6596/1802/3/032027 Zobrazit plný text záznamu