Image Edge Enhancing Coherence Filter Toolbox This code will perform Anisotropic Non-Linear Diffusion filt - source code download

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Image Edge Enhancing Coherence Filter Toolbox

Classification:Numerical Algorithm-Artificial Intelligence - Algorithm-Engineer Calculation Development Tool:matlab Sise:10.13 MB Upload time:2011/12/11 4:05:29 Uploader:science Download Statistics:

Description

This code will perform Anisotropic Non-Linear Diffusion filtering on a 2D gray/color or 3D image. This filtering will reduce the image noise while preserving the region edges, and also enhancing the edges by smoothing along them.

File list:
functions
........\clmp.m
........\derivatives.c
........\derivatives.m
........\imgaussian.c
........\imgaussian.id0
........\imgaussian.id1
........\imgaussian.m
........\imgaussian.nam
........\imgaussian.til
........\showcs3.fig
........\showcs3.m
functions2D
..........\CoherenceFilterStep2D.c
..........\CoherenceFilterStep2D.m
..........\CoherenceFilterStep2D_functions.c
..........\ConstructDiffusionTensor2D.m
..........\diffusion_scheme_2D_implicit.m
..........\diffusion_scheme_2D_non_negativity.m
..........\diffusion_scheme_2D_novel.m
..........\diffusion_scheme_2D_rotation_invariant.m
..........\diffusion_scheme_2D_standard.m
..........\EigenVectors2D.m
..........\hessian.m
..........\StructureTensor2D.m
..........\ut_gauss.m
functions3D
..........\CoherenceFilterStep3D.c
..........\CoherenceFilterStep3D.m
..........\CoherenceFilterStep3D_functions.c
..........\diffusion_scheme_3D_implicit.m
..........\diffusion_scheme_3D_non_negativity.c
..........\diffusion_scheme_3D_non_negativity.m
..........\diffusion_scheme_3D_novel.m
..........\diffusion_scheme_3D_novel_getUpdate.c
..........\diffusion_scheme_3D_novel_getUpdate.m
..........\diffusion_scheme_3D_rotation_invariant.c
..........\diffusion_scheme_3D_rotation_invariant.m
..........\diffusion_scheme_3D_standard.c
..........\diffusion_scheme_3D_standard.m
..........\EigenDecomposition3.c
..........\EigenDecomposition3.h
..........\EigenVectors3D.c
..........\EigenVectors3D.m
..........\StructureTensor2DiffusionTensor3D.c
..........\StructureTensor2DiffusionTensor3D.m
..........\StructureTensor3D.m
images
.....\edge_line.png

.....\lena.jpg

.....\sphere.mat
.....\sync.png

.....\sync_noise.png

Literature
.........\Kroon_CoherenceFiltering_IEEE_2009.pdf
.........\Kroon_CoherenceFiltering_MICCAI_2010.pdf
optimization
...........\error_diffusion_scheme_2D.m
...........\error_diffusion_scheme_3D.m
...........\fitgaussian.m
...........\fminlbfgs.m
...........\optimize_scheme_2D.m
...........\optimize_scheme_3D.m
...........\testdata.mat
CoherenceFilter.m
compile_c_files.m
license.txt

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