Medical image encryption using fractional discrete cosine transform with chaotic function
- 1. Indian Institute of Technology Patna, Department of Electrical Engineering (India)
Description
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.
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Additional details
Identifiers
Publishing Information
- Journal Title
- Medical and Biological Engineering and Computing
- Journal Volume
- 57
- Journal Issue
- 11
- Journal Page Range
- p. 2517-2533
- ISSN
- 0140-0118
- CODEN
- MBECDY
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 55019446
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ALGORITHMS; CHAOS THEORY; COMPARATIVE EVALUATIONS; CRYPTOGRAPHY; DIAGNOSIS; FOURIER TRANSFORMATION; FRAUD; IMAGE PROCESSING; IMAGES; SENSITIVITY
- Descriptors DEC
- CRIME; EVALUATION; INTEGRAL TRANSFORMATIONS; MATHEMATICAL LOGIC; MATHEMATICS; PROCESSING; TRANSFORMATIONS
Optional Information
- Copyright
- Copyright (c) 2019 International Federation for Medical and Biological Engineering