Soliman, M. M., A. E. Hassanien, and H. M. Onsi,
"An adaptive watermarking approach based on weighted quantum particle swarm optimization",
Neural Computing and Applications, vol. 27, issue 2, pp. 469–481, 2016.
AbstractIn this paper, we propose a novel optimal singular value decomposition (SVD)-based image watermarking approach that uses a new combination of weighted quantum particle swarm optimization (WQPSO) algorithm and a human visual system (HVS) model for both the hybrid discrete wavelet transform and discrete cosine transform (DCT). The proposed SVD-based watermarking approach initially decomposes the host image into sub-bands; afterwards, singular values of the DCT of the lower sub-band of the host image are quantized using a set of optimal quantization steps deduced from a combination of the WQPSO algorithm and the HVS model. To evaluate the performance of the proposed approach, we present tests on different images. The experimental results show that the proposed approach yields a watermarked image with good visual definition; at the same time, the embedded watermark was robust against a wide variety of common attacks, including JPEG compression, Gaussian noise, salt and pepper noises, Gaussian filters, median filters, image cropping, and image scaling. Moreover, the results of various experimental analyses demonstrated the superiority of the WQPSO approach over other optimization techniques, including classical PSO and QPSO in terms of local convergence speed, resulting in a better balance between global and local searches of the watermarking algorithm.
Soliman, M. M., A. E. Hassanien, N. I. Ghali, and H. M. Onsi,
"An adaptive watermarking approach for medical imaging using swarm intelligent",
International Journal of Smart Home, vol. 6, no. 1, pp. 37–50, 2012.
Abstractn/a
Soliman, O. S., Jan Platoš, A. E. Hassanien, and Václav Snášel,
"Automatic localization and boundary detection of retina in images using basic image processing filters",
Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), Prague, Czech Republic, August, 2011: Springer Berlin Heidelberg, pp. 169–182, 2013.
Abstractn/a
Soliman, O. S., Jan Platoš, A. E. Hassanien, and Václav Snášel,
"Automatic localization and boundary detection of retina in images using basic image processing filters",
Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), Prague, Czech Republic, August, 2011: Springer Berlin Heidelberg, pp. 169–182, 2013.
Abstractn/a
Soliman, M. M., A. E. Hassanien, N. I. Ghali, and H. M. Onsi,
"An adaptive Watermarking Approach for Medical Imaging Using Swarm Intelligent",
International Journal of Smart Home, (ISSN: 1975-4094), vol. 6, issue 1, pp. 37-45, 2012.
AbstractIn this paper we present a secure patient medical images and authentication scheme which enhances the security, confidentiality and integrity of medical images transmitted through the Internet. This paper proposes a watermarking by invoking particle swarm optimization (PSO) technique in adaptive quantization index modulation and singular value decomposition in conjunction with discrete wavelet transform (DWT) and discrete cosine transform (DCT). The proposed approach promotes the robustness and watermarked image quality. The experimental results show that the proposed algorithm yields a watermark which is invisible to human eyes, robust against a wide variety of common attacks and reliable enough for tracing colluders.
Soliman, M. M., A. E. Hassanien, N. I. Ghali, and H. M. Onsi,
"An adaptive watermarking approach for medical imaging using swarm intelligent",
International Journal of Smart Home, vol. 6, no. 1, pp. 37–50, 2012.
Abstractn/a