SimpleITK/Goals

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Target Coverage

To be Exposed

SimpleITK will expose the following ITK functionalities

Image Processing

Intensity Filters

  • Trigonometric functions
  • Binary operators
    • Arithmetic
    • Boolean
  • Complex conversions
  • Thresholding

Morphology

Label Maps

  • Label Map Filters (LabelMap Module)
  • Label Map Overlays (ImageFusion Module)

Features

Image Statistics

Smoothing

Anisotropic Smoothing

  • Curvature Flow
  • Gradient Anisotropic Smoothing

LabelVoting

  • HoleFilling
  • IterativeHoleFilling

AntiAlias

FFT

Gradients

Convolution

Image Compare

Image Compose

Image Grid

  • Resampling
  • Flip
  • Pad

Distance Maps

Bias Correction

Deformation Fields

  • Only if they work on the itk::VectorImage class

Image Segmentation

Level Sets

  • Current Framework
  • New Framework

Region Growing

Statistical Classifiers

  • KMeans
  • BayesianClassifiers

KLM Region Growing

MRF Filters

Voronoi Filters

Watersheds

  • With Markers
  • Traditional

IO

Single Image Files

Series Image Readers

DICOM

Image Registration

Building Blocks

  • Optimizers
  • Metrics
  • Interpolators
  • Transforms
  • Demons

PrePackaged Recipes

  • Brain CT to CT
  • Brain MR to CT
  • etc

Bridges

VTK

Native Language Arrays

  • Python
  • Java
  • R

Not to be Exposed (by Design)

  • Mesh
  • SpatialObjects
  • Numerics
  • Statistics
  • ImageFunctions
  • ImageAdaptors
  • Path
  • SpatialFunctions

Infrastructure and Deployment

Repository

Dashboard

Home Page

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