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A visually secure image encryption method based on integer wavelet transform and rhombus prediction
- Source :
- Mathematical Biosciences and Engineering, Vol 18, Iss 2, Pp 1722-1739 (2021)
- Publication Year :
- 2021
- Publisher :
- American Institute of Mathematical Sciences (AIMS), 2021.
-
Abstract
- Traditional image encryption technology usually encrypts a normal image into a noise matrix, which can protect the image in a certain extent, but noise appearance is easy to arouse the suspicion of attackers. To avoid this problem, a method of encrypting image into carrier image with visual meaning is proposed. Inspired by the existing visually secure encryption technique, we proposed an improved method based on the integer wavelet transform (IWT) and prediction scheme. The secret image is hidden in the high frequency coefficients of IWT to achieve good invisibility, and prediction error are used to replace the pixels of the carrier image to improve the final image quality. Experimental results and analysis show that the quality of the encrypted image is 3.5 dB better than that of the previous ones.
- Subjects :
- Discrete wavelet transform
Invisibility
Computer science
Image quality
lcsh:Biotechnology
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Encryption
rhombus prediction
Image (mathematics)
Matrix (mathematics)
lcsh:TP248.13-248.65
Computer vision
visually meaningful
discrete wavelet transform
Pixel
business.industry
lcsh:Mathematics
Applied Mathematics
image encryption
General Medicine
lcsh:QA1-939
Computational Mathematics
Modeling and Simulation
Noise (video)
Artificial intelligence
General Agricultural and Biological Sciences
business
Subjects
Details
- ISSN :
- 15510018
- Volume :
- 18
- Database :
- OpenAIRE
- Journal :
- Mathematical Biosciences and Engineering
- Accession number :
- edsair.doi.dedup.....160a129bd1d6828d06c66c46e8114cc8
- Full Text :
- https://doi.org/10.3934/mbe.2021089