
Taha Yassin Abdulqader
Research InterestsImage Processing
Machine Learning
Watermarking
Data Hiding
Gender | MALE |
---|---|
Place of Work | Mosul Technical Institute |
Position | مقرر القسم |
Qualification | Master |
Speciality | Computer Science |
taha.yassin@ntu.edu.iq | |
Phone | 07737502494 |
Address | حي المأمون, Mosul, Mosul, Iraq |
Skills
Image Processing (80%)
Watermarking (85%)
Data Hiding (80%)
Machine Learning (70%)
Publications
Robust Image Watermarking for Tamper Detection and Self-Recovery Using SVD and RSA Methods
Jul 25, 2024Journal CENTRAL ASIAN JOURNAL OF MATHEMATICAL THEORY AND COMPUTER SCIENCES
Issue 03
Volume 05
To The paper proposes an Image watermarking technique for identifying and selfrecovering tampered images. The system identifies tampered images by comparing the SVD values of 4X4 blocks and average pixel intensities of 2×2 blocks. In the process of SVD computation, the RGB channel images are divided into 4X4 blocks, after which a further 2X2 blocks division is executed for determination of average pixel intensity. Within the same block, tamper-detection data is entered, whereas the self-recovery data is scattered all over the image utilising inverse and RSA techniques for neighborhood block-based recovery. This method assures easy long-term selfhealing. The outputs produced from testing with 15 multiple host images in varied attacks were constantly performing better with a PSNR ratio upto an average of 45 dB.