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High-capacity data hiding in encrypted images using MSB prediction
- Source :
- IPTA, 6th International Conference on Image Processing Theory Tools and Applications, IPTA: Image Processing Theory Tools and Applications, IPTA: Image Processing Theory Tools and Applications, Dec 2016, Oulu, Finland. ⟨10.1109/IPTA.2016.7820991⟩
- Publication Year :
- 2016
- Publisher :
- IEEE, 2016.
-
Abstract
- International audience; In the last few years, visual privacy has become a major problem. Because of this, encrypted image processing has received a lot of attention within the scientific and business communities. Data hiding in encrypted images (DHEI) is an effective technique to embed data in the encrypted domain. The owner of an image encrypts it with a secret key and it is still possible to embed additional data without knowing the original content nor the secret key. This secret message can be extracted and the initial image can be recovered in the decoding phase. Recently, DHEI has become an investigative field, but the proposed methods do not allow a large amount of embedding capacity. In this paper, we present a new method based on the MSB (most significant bit) prediction. We suggest to hide one bit per pixel by pre-processing the image to avoid prediction errors and, thereby, to improve the quality of the reconstructed image. We have applied our method to various images and, in every cases, the obtained image is very similar to the original one in terms of PSNR or SSIM.
- Subjects :
- MSB prediction
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Image processing
02 engineering and technology
Encryption
Image encryption
Image (mathematics)
[INFO.INFO-CR]Computer Science [cs]/Cryptography and Security [cs.CR]
Most significant bit
Histogram
0202 electrical engineering, electronic engineering, information engineering
Computer vision
Pixel
business.industry
020206 networking & telecommunications
Image pre-processing
Image recovery
[INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]
Information hiding
Key (cryptography)
Data hiding
020201 artificial intelligence & image processing
Artificial intelligence
business
Decoding methods
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA)
- Accession number :
- edsair.doi.dedup.....2fd86bf5e0620b7bec8251a646cee266
- Full Text :
- https://doi.org/10.1109/ipta.2016.7820991