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A lossless self-recovery watermarking scheme with JPEG-LS compression
- Source :
- Journal of Information Security and Applications. 58:102733
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- Due to the rapid development of application for medical images in recent years, the security of medical images becomes more vital. In this paper, a fragile watermarking scheme for medical images is proposed. The proposed scheme first divides the whole medical image into ROI (Regions of Interest) and RONI (Regions of Non-interest). Then the JPEG-LS algorithm is applied to ROI to get the compressed data which will be embedded into the whole medical image. And then, image encryption methods are used to assure the invisibility of the medical image. At last, a POB number system enhances the security of the scheme. With the use of the scheme in this paper, we can judge whether the medical image is tampered or not, and can also recover the original medical images in specific conditions without any loss. Moreover, if the medical image is tampered, we can also localize the tampered regions. Experimental results show that the suggested scheme achieves a better performance on security, invisibility and robustness in comparison to the state-of-the-art methods for medical images.
- Subjects :
- Scheme (programming language)
Lossless compression
Invisibility
Computer Networks and Communications
Computer science
business.industry
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
020206 networking & telecommunications
02 engineering and technology
computer.file_format
Encryption
JPEG
Image (mathematics)
Robustness (computer science)
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Computer vision
Artificial intelligence
Safety, Risk, Reliability and Quality
business
Digital watermarking
computer
Software
computer.programming_language
Subjects
Details
- ISSN :
- 22142126
- Volume :
- 58
- Database :
- OpenAIRE
- Journal :
- Journal of Information Security and Applications
- Accession number :
- edsair.doi...........b675f82d2dbde2d75d3b2b9ecc2ee384
- Full Text :
- https://doi.org/10.1016/j.jisa.2020.102733