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Multi-Image Compression–Encryption Algorithm Based on Compressed Sensing and Optical Encryption

In order to achieve large-capacity, fast and secure image transmission, a multi-image compression–encryption algorithm based on two-dimensional compressed sensing (2D CS) and optical encryption is proposed in this paper. Firstly, the paper uses compressed sensing to compress and encrypt multiple ima...

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Detalles Bibliográficos
Autores principales: Wei, Jingjin, Zhang, Miao, Tong, Xiaojun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9223080/
https://www.ncbi.nlm.nih.gov/pubmed/35741506
http://dx.doi.org/10.3390/e24060784
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author Wei, Jingjin
Zhang, Miao
Tong, Xiaojun
author_facet Wei, Jingjin
Zhang, Miao
Tong, Xiaojun
author_sort Wei, Jingjin
collection PubMed
description In order to achieve large-capacity, fast and secure image transmission, a multi-image compression–encryption algorithm based on two-dimensional compressed sensing (2D CS) and optical encryption is proposed in this paper. Firstly, the paper uses compressed sensing to compress and encrypt multiple images simultaneously, and design a new structured measurement matrix. Subsequently, double random phase encoding based on the multi-parameter fractional quaternion Fourier transform is used to encrypt the multiple images for secondary encryption, which improves the security performance of the images. Moreover, a fractional-order chaotic system with more complex chaotic behavior is constructed for image compression and encryption. Experimental results show that the algorithm has strong robustness and security.
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spelling pubmed-92230802022-06-24 Multi-Image Compression–Encryption Algorithm Based on Compressed Sensing and Optical Encryption Wei, Jingjin Zhang, Miao Tong, Xiaojun Entropy (Basel) Article In order to achieve large-capacity, fast and secure image transmission, a multi-image compression–encryption algorithm based on two-dimensional compressed sensing (2D CS) and optical encryption is proposed in this paper. Firstly, the paper uses compressed sensing to compress and encrypt multiple images simultaneously, and design a new structured measurement matrix. Subsequently, double random phase encoding based on the multi-parameter fractional quaternion Fourier transform is used to encrypt the multiple images for secondary encryption, which improves the security performance of the images. Moreover, a fractional-order chaotic system with more complex chaotic behavior is constructed for image compression and encryption. Experimental results show that the algorithm has strong robustness and security. MDPI 2022-06-02 /pmc/articles/PMC9223080/ /pubmed/35741506 http://dx.doi.org/10.3390/e24060784 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wei, Jingjin
Zhang, Miao
Tong, Xiaojun
Multi-Image Compression–Encryption Algorithm Based on Compressed Sensing and Optical Encryption
title Multi-Image Compression–Encryption Algorithm Based on Compressed Sensing and Optical Encryption
title_full Multi-Image Compression–Encryption Algorithm Based on Compressed Sensing and Optical Encryption
title_fullStr Multi-Image Compression–Encryption Algorithm Based on Compressed Sensing and Optical Encryption
title_full_unstemmed Multi-Image Compression–Encryption Algorithm Based on Compressed Sensing and Optical Encryption
title_short Multi-Image Compression–Encryption Algorithm Based on Compressed Sensing and Optical Encryption
title_sort multi-image compression–encryption algorithm based on compressed sensing and optical encryption
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9223080/
https://www.ncbi.nlm.nih.gov/pubmed/35741506
http://dx.doi.org/10.3390/e24060784
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