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Image Filtering & Neighborhood Processing—Wolfram Language Documentation

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• Functions
  • ArrayFlatten
  • BandpassFilter
  • BandstopFilter
  • BilateralFilter
  • Blur
  • BoxMatrix
  • CellularAutomaton
  • CommonestFilter
  • CrossMatrix
  • CurvatureFlowFilter
  • DerivativeFilter
  • DiamondMatrix
  • DifferentiatorFilter
  • DiskMatrix
  • EntropyFilter
  • Fourier
  • FourierDCT
  • GaborFilter
  • GaussianFilter
  • GaussianMatrix
  • GeometricMeanFilter
  • GradientFilter
  • GradientOrientationFilter
  • HarmonicMeanFilter
  • HighpassFilter
  • HilbertFilter
  • ImageConvolve
  • ImageCorrelate
  • ImageData
  • ImageDeconvolve
  • ImageFilter
  • KuwaharaFilter
  • LaplacianFilter
  • LaplacianGaussianFilter
  • ListConvolve
  • ListDeconvolve
  • LowpassFilter
  • Masking
  • MaxFilter
  • MeanFilter
  • MeanShiftFilter
  • MedianFilter
  • MinFilter
  • Partition
  • PeronaMalikFilter
  • RangeFilter
  • RidgeFilter
  • Sharpen
  • StandardDeviationFilter
  • TotalVariationFilter
  • WienerFilter
• Related Guides
  • Image Restoration
  • Feature Detection
  • Image Processing & Analysis
  • Discrete Calculus
  • Morphological Image Processing
  • Matrix Computation
  • Structure Matrices & Convolution Kernels

The Wolfram Language not only includes highly optimized implementations of standard image processing filters, but also uses its general symbolic architecture to allow arbitrarily sophisticated filtering and neighborhood processing strategies to be set up using the full mathematical and algorithmic power of the Wolfram Language.

Blur, Sharpen — blur, sharpen over a range

GaussianFilter — Gaussian and Gaussian derivatives filter

GradientFilter  ▪  GradientOrientationFilter

LaplacianGaussianFilter  ▪  LaplacianFilter  ▪  MeanFilter  ▪  WienerFilter  ▪  RidgeFilter  ▪  GaborFilter

ImageConvolve, ImageCorrelate — general linear convolution, correlation

DerivativeFilter — general-order derivative filter

MedianFilter  ▪  MinFilter  ▪  MaxFilter  ▪  CommonestFilter  ▪  RangeFilter

EntropyFilter  ▪  StandardDeviationFilter  ▪  HarmonicMeanFilter  ▪  GeometricMeanFilter  ▪  KuwaharaFilter

BilateralFilter  ▪  MeanShiftFilter

PeronaMalikFilter  ▪  CurvatureFlowFilter

ImageDeconvolve  ▪  TotalVariationFilter

LowpassFilter  ▪  HighpassFilter  ▪  BandpassFilter  ▪  BandstopFilter  ▪  DifferentiatorFilter  ▪  HilbertFilter

Masking — specify the region of interest to which filters will be applied

ImageFilter — apply an arbitrary function to blocks of pixel values

DiskMatrix  ▪  BoxMatrix  ▪  DiamondMatrix  ▪  CrossMatrix  ▪  GaussianMatrix  ▪  ...

ImageData — extract an array of data from an image

Partition — generalized partitioning

ArrayFlatten  ▪  ListConvolve  ▪  ListDeconvolve  ▪  Fourier  ▪  FourierDCT

CellularAutomaton — general cellular automaton

▪
• Image Restoration
▪
• Feature Detection
▪
• Image Processing & Analysis
▪
• Discrete Calculus
▪
• Morphological Image Processing
▪
• Matrix Computation
▪
• Structure Matrices & Convolution Kernels

• Wolfram Community: Image Processing
• Wolfram Core Areas: Integrated Image Computation

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