Some applications of partial differential equations in medical image processing
<div>The second-order nonlinear diffusion parabolic partial differential equations models have been widely applied in image restoration. However, the numerical results in the literature treat only the case without source term. In this paper, we have developed a general calculation code which is based in a consistent explicit approximation finite difference method scheme. Furthermore, the paper provides satisfying answers with a nonlinear source term relying on the image solution and its gradient. Numerical experiments are presented to show the robustness of the cases with source term to obtain better results in image denoising restoration using measures as Peak Signal-to-Noise Ratio (PSNR) and SNR of filtering and noisy image.</div>
Authors
- Bassam Al-Hamzah
- Fahmi Al-Hamzah
Institutions
- Saba University (YE)
- Hamad Medical Corporation (QA)
Publication Details
- Journal
- Mathematics and Systems Science
- Published
- 2025-04-08
- DOI
- https://doi.org/10.54517/mss3148
- Primary Topic
- Mathematical Biology Tumor Growth
- Type
- article
- Field-Weighted Citation Impact
- 0.00