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基于遗传编码和耦合超混沌映射的多模态医学图像保护算法

常锐云 冯秀芳 张昊

太原理工大学学报2025,Vol.56Issue(3):515-523,9.
太原理工大学学报2025,Vol.56Issue(3):515-523,9.DOI:10.16355/j.tyut.1007-9432.20230577

基于遗传编码和耦合超混沌映射的多模态医学图像保护算法

Multimodal Medical Image Protection Algorithm Based on Genetic Coding and Coupled Hyperchaotic Mapping

常锐云 1冯秀芳 1张昊2

作者信息

  • 1. 太原理工大学 软件学院,山西 晋中
  • 2. 太原理工大学信息与计算机学院,山西 晋中
  • 折叠

摘要

Abstract

[Purposes]In order to ensure the security of multimodal medical images,a multi-modal medical image protection algorithm based on genetic coding and coupled hyperchaotic mapping is proposed.[Methods]In the stage of chaotic sequence generation,the CMC-CTBCS coupling model was proposed,and the three-dimensional Sine-ICMIC cascade mapping(3D-SICM)was con-structed with Sine mapping(Sine)and iterative chaotic map with infinite collapses(ICMIC)as seed mapping,which was applied for the design of multimodal medical image encryption.The stage of im-age encryption mainly included three parts:multimodal medical image fusion algorithm,zero water-marking authentication algorithm based on edge detection,and genetic coding selection encryption al-gorithm.First,a multimodal medical image fusion scheme in NSCT domain based on phase consis-tency and local Laplace energy was used to fuse magnetic resonance imaging and single photon emis-sion computed tomography.Zero watermark information authentication based on edge detection was realized in the fusion process,and the fused mark images were generated.The tagged images were then encrypted by using a selective encryption scheme based on dynamic DNA coding and 6-bit RNA-S-box substitution.[Results]Theoretical analyses and numerical simulations show that the algorithm has good security.

关键词

边缘检测/DNA 编码/6比特RNA-S盒/耦合混沌系统/零水印

Key words

edge detection/DNA encoding/6bit RNA-S-box/coupled chaotic map/zero water-marking

分类

信息技术与安全科学

引用本文复制引用

常锐云,冯秀芳,张昊..基于遗传编码和耦合超混沌映射的多模态医学图像保护算法[J].太原理工大学学报,2025,56(3):515-523,9.

基金项目

山西省重点研发计划(项目编号:202102020101007) (项目编号:202102020101007)

太原理工大学学报

OA北大核心

1007-9432

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