Image Processing
GMM: Level Set Solver in 2D and 3D
- Features:
- Equation: The eikonal equation in 2D and 3D.
- Domain: Rectangle
- Mesh: Uniform
- Discretizer: Upwind ENO scheme
- Methods: Group Marching Method (GMM) & Fast Marching Method (FMM)
- Language: C++, C, and F77
- Source code & Documentation:
GMM23D.CF.tar and
GMM_SISC.ps
Fourth-Order PDEs for Image Denoising
- Features:
- Equation: Fourth-order variational denoising models
- Domain: Rectangle
- Mesh: Uniform
- Discretizer: Finite difference schemes
- Methods: Piecewise Planarity Conditions
- Language: C++, C, and F77
- Source code & Documentation:
PDE4_Explicit.CC.tar and
PDE4_Denoising.pdf
Edge-Preserving Anisotropic Diffusion
- Features:
- Equation: Anisotropic Diffusion in 2D.
- Domain: Rectangle
- Mesh: Uniform (2D Image)
- Discretizer: Minimum-Biased Anisotropic Diffusion
(MinBAD)
- Temporal Methods: ADI, Fractional Step (FS), and Additive
Operator Splitting (AOS) methods.
- Language: C++ and C; mostly C
- Source code & Documentation:
NoiseRemoval_I.ps.
For source code, ask me
skim@math.msstate.edu.
(This is an on-going project: January 2002.)
- You may want first to see numerical performances of
MinBAD