Color image encryption via compressive sensing and chaotic systems

In this paper, we design a color image encryption algorithm based on chaotic system and block compressive sensing. Firstly, the sparse representation of the plain-image is obtained by an adaptive learning dictionary. Secondly, the key streams are produced from two excellent low-dimensional chaotic m...

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Bibliographic Details
Published in:MATEC Web of Conferences
Main Authors: Zhu Kaige, Cheng Jinli
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Subjects:
Online Access:https://www.matec-conferences.org/articles/matecconf/pdf/2020/05/matecconf_cscns2020_03017.pdf
Description
Summary:In this paper, we design a color image encryption algorithm based on chaotic system and block compressive sensing. Firstly, the sparse representation of the plain-image is obtained by an adaptive learning dictionary. Secondly, the key streams are produced from two excellent low-dimensional chaotic maps, where updating the initial values and parameters rely on the SHA-384 and the input image. Thirdly, three measurement matrices of R, G, B components are constructed from the chaotic sequences, respectively. Finally, a random rows and columns diffusion method is performed on the encrypted image. Experimental results and safety analysis prove that the proposed scheme has excellent performance.
ISSN:2261-236X