Literature DB >> 31512034

Medical image encryption using fractional discrete cosine transform with chaotic function.

Sumit Kumar1, Bhaskar Panna2, Rajib Kumar Jha2.   

Abstract

In this advanced era, where we have high-speed connectivity, it is very imperative to insulate medical data from forgery and fraud. With the regular increment in the number of internet users, it is challenging to transmit the beefy medical data. This (medical data) is always reused for different diagnosis purposes, so the information of the medical images need to be protected. This paper introduces a new scheme to ensure the safety of the medical data, which includes the use of a chaotic map on the fractional discrete cosine transform (FrDCT) coefficients of the medical data/images. The imperative FrDCT provides a high degree of freedom for the encryption of the medical images. The algorithm consists of two significant steps, i.e., application of FrDCT on an image and after that chaotic map on FrDCT coefficients. The proposed algorithm discusses the benefits of FrDCT over fractional Fourier transform (FRFT) concerning fractional order α. The key sensitivity and space of the proposed algorithm for different medical images inspire us to make a platform for other researchers to work in this area. Experiments are conducted to study different parameters and challenges. The proposed method has been compared with state-of-the-art techniques. The results suggest that our technique outperforms many other state-of-the-art techniques. Graphical Abstract Overview of the proposed algorithm.

Keywords:  Chaotic; Decryption; Encryption; Fractional cosine transform; Key sensitivity; Key space; Medical image

Mesh:

Year:  2019        PMID: 31512034     DOI: 10.1007/s11517-019-02037-3

Source DB:  PubMed          Journal:  Med Biol Eng Comput        ISSN: 0140-0118            Impact factor:   2.602


  7 in total

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Authors:  Zhou Wang; Alan Conrad Bovik; Hamid Rahim Sheikh; Eero P Simoncelli
Journal:  IEEE Trans Image Process       Date:  2004-04       Impact factor: 10.856

2.  Image denoising in mixed Poisson-Gaussian noise.

Authors:  Florian Luisier; Thierry Blu; Michael Unser
Journal:  IEEE Trans Image Process       Date:  2010-09-13       Impact factor: 10.856

3.  An efficient and secure medical image protection scheme based on chaotic maps.

Authors:  Chong Fu; Wei-hong Meng; Yong-feng Zhan; Zhi-liang Zhu; Francis C M Lau; Chi K Tse; Hong-feng Ma
Journal:  Comput Biol Med       Date:  2013-05-15       Impact factor: 4.589

4.  Medical data sheet in safe havens - A tri-layer cryptic solution.

Authors:  Padmapriya Praveenkumar; Rengarajan Amirtharajan; K Thenmozhi; John Bosco Balaguru Rayappan
Journal:  Comput Biol Med       Date:  2015-04-28       Impact factor: 4.589

5.  Providing integrity, authenticity, and confidentiality for header and pixel data of DICOM images.

Authors:  Ali Al-Haj
Journal:  J Digit Imaging       Date:  2015-04       Impact factor: 4.056

6.  A novel medical image protection scheme using a 3-dimensional chaotic system.

Authors:  Chong Fu; Gao-Yuan Zhang; Ou Bian; Wei-Min Lei; Hong-Feng Ma
Journal:  PLoS One       Date:  2014-12-26       Impact factor: 3.240

7.  Adaptive medical image encryption algorithm based on multiple chaotic mapping.

Authors:  Xiao Chen; Chun-Jie Hu
Journal:  Saudi J Biol Sci       Date:  2017-11-10       Impact factor: 4.219

  7 in total
  3 in total

1.  An efficient medical image encryption using hybrid DNA computing and chaos in transform domain.

Authors:  Dhivya Ravichandran; Aashiq Banu S; B K Murthy; Vidhyadharini Balasubramanian; Sherin Fathima; Rengarajan Amirtharajan
Journal:  Med Biol Eng Comput       Date:  2021-02-09       Impact factor: 2.602

2.  Pigeon Inspired Optimization with Encryption Based Secure Medical Image Management System.

Authors:  B T Geetha; Prakash Mohan; A V R Mayuri; T Jackulin; J L Aldo Stalin; Varagantham Anitha
Journal:  Comput Intell Neurosci       Date:  2022-08-08

3.  A plain-image correlative semi-selective medical image encryption algorithm using enhanced 2D-logistic map.

Authors:  Bin Zhang; Bahbibi Rahmatullah; Shir Li Wang; Zhaoyan Liu
Journal:  Multimed Tools Appl       Date:  2022-09-23       Impact factor: 2.577

  3 in total

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