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SOLUTIONS
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Functions
- ArrayFlatten
- BilateralFilter
- Binarize
- Blur
- CellularAutomaton
- Closing
- ClusteringComponents
- ColorConvert
- ColorQuantize
- ColorReplace
- ColorSeparate
- ComponentMeasurements
- ContourDetect
- CrossingDetect
- CurrentImage
- CurvatureFlowFilter
- Darker
- DerivativeFilter
- Dilation
- DistanceTransform
- Dynamic
- EdgeDetect
- EntropyFilter
- Erosion
- Export
- FindFaces
- FlipView
- Fourier
- GaussianFilter
- GradientFilter
- GraphicsGrid
- HighlightImage
- HistogramTransform
- HitMissTransform
- Image
- Image3D
- ImageAdd
- ImageAdjust
- ImageAlign
- ImageApply
- ImageAssemble
- ImageChannels
- ImageCircles
- ImageCompose
- ImageConvolve
- ImageCooccurrence
- ImageCorners
- ImageCorrelate
- ImageCorrespondingPoints
- ImageCrop
- ImageData
- ImageDeconvolve
- ImageDifference
- ImageDimensions
- ImageDistance
- ImageEffect
- ImageFileApply
- ImageFileFilter
- ImageFileScan
- ImageFilter
- ImageHistogram
- ImageKeypoints
- ImageLevels
- ImageLines
- ImageMultiply
- ImagePad
- ImagePartition
- ImagePerspectiveTransformation
- ImageReflect
- ImageResize
- ImageRotate
- ImageSubtract
- ImageTake
- ImageTransformation
- ImageType
- Import
- Inpaint
- Labeled
- LaplacianFilter
- Lighter
- ListAnimate
- Manipulate
- Map
- MaxDetect
- MeanFilter
- MeanShiftFilter
- MedianFilter
- MinDetect
- MinFilter
- MorphologicalBinarize
- MorphologicalComponents
- MorphologicalEulerNumber
- MorphologicalPerimeter
- Opening
- Partition
- Pruning
- Rasterize
- RegionBinarize
- SelectComponents
- Sharpen
- SlideView
- TabView
- TextRecognize
- Thinning
- Thumbnail
- TopHatTransform
- TotalVariationFilter
- WatershedComponents
- WienerFilter
- Related Guides
- Tutorials
Image Processing & Analysis
Mathematica provides broad and deep built-in support for both programmatic and interactive modern industrial-strength image processing—fully integrated with Mathematica's powerful mathematical and algorithmic capabilities. Mathematica's unique symbolic architecture and notebook paradigm allow images in visual form to be included and manipulated directly, both interactively and in programs.
Featured ExamplesFeatured Examples |
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Analyze Orientations in an Image
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Analyze Segmented Cells in an Image
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Analyzing Road Networks
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Apply Any Coloring Function to an Image
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Apply a Range of Filters to Any Image
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Apply Basic Morphological Operations
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Colorize Connected Components in Complex Structures
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Color Transformation
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Create a Motion Blur Effect in an Image
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Create Artistic and Photographic Effects
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Create a Stained Glass Effect on an Image
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Create Dynamic Image Processing Tools
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Create Pseudo Coloring in an Image
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Deconvolve a Blurred Image
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Detect Edges in Images
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Divide Images around Features
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Do Morphological Image Processing on Color Images
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Do Neighborhood Processing on Images
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Enumerate Possible Image Filters
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Erode a 3D Volume
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Evolution of a 3D Cellular Automaton
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Extracting the In-Focus Portion of an Image
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Extract Larger Objects from an Image
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Face Detection
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Find and Visualize Matching Points in Two Images
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Find Objects of a Specific Color
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Gradient Filtering of a 3D Image
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Import and Visualize Volume Data
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Import File Elements
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Input Images Directly in a Notebook
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Large Image Analysis
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Make Gaussian Matrix Kernels
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Manipulate Color Channels
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Match Image Histograms
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Pick out Structure with Distance Transforms
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Remove Background Features from an Image
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Remove Noise from an Image
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See inside a Volume
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Segment an Aerial Image
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Segmentation of a 3D Volume
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Similarity Graph of Images Using Earth Mover Distance
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Simplify an Image Mask
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Slice through a Volume
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Transform Images Using B-Spline Functions
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Use a Custom Color Function
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Use Iterative Nonlinear Filtering
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Visualize the Evolution of the Game of Life in 3D
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Visualize the Gradient Direction
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Visualize Tomography Data
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Wavelet Image Fusion
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Work With Images as Symbolic Expressions
ReferenceReference
Creating & Importing Images »
Copy, Drag/Drop — copy and paste an image directly into a notebook
Import — programmatically import any standard format (TIFF, PNG, JPEG, DICOM, ...)
Image, Image3D — create a 2D or 3D image from an array of data
CurrentImage — capture an image or video in real time from a camera or other device
Rasterize — convert expressions, notebooks, or any Mathematica object to raster form
Image Representation »
ImageData — extract the array of raster data from an image
ImageDimensions ▪ ImageChannels ▪ ImageType ▪ ImageHistogram ▪ ...
Thumbnail — display an image in thumbnail form
Basic Image Manipulation »
ImageAdjust — adjust levels, brightness, contrast, gamma, etc.
Sharpen ▪ Blur ▪ Lighter ▪ Darker ▪ ...
ImageEffect — special image and photographic effects
Geometric Operations »
ImageCrop ▪ ImagePad ▪ ImageTake ▪ ...
ImageResize ▪ ImageRotate ▪ ImageReflect
ImageAlign ▪ ImageTransformation ▪ ImagePerspectiveTransformation ▪ ...
Color Manipulation »
ColorConvert ▪ ColorSeparate ▪ ColorQuantize ▪ ColorReplace ▪ ...
ImageHistogram ▪ ImageLevels ▪ Binarize ▪ HistogramTransform ▪ ...
Filtering & Neighborhood Processing »
ImageFilter ▪ ImageConvolve ▪ ImageCorrelate
GaussianFilter ▪ GradientFilter ▪ LaplacianFilter ▪ DerivativeFilter ▪ ...
MinFilter ▪ MeanFilter ▪ MedianFilter ▪ EntropyFilter ▪ ...
Morphological Image Processing »
Dilation ▪ Erosion ▪ Opening ▪ Closing ▪ Thinning ▪ Pruning ▪ ...
DistanceTransform ▪ TopHatTransform ▪ HitMissTransform ▪ ...
MorphologicalComponents ▪ MorphologicalPerimeter ▪ MorphologicalEulerNumber ▪ ...
Image Restoration »
Inpaint ▪ ImageDeconvolve ▪ ...
BilateralFilter ▪ MeanShiftFilter ▪ WienerFilter ▪ TotalVariationFilter ▪ CurvatureFlowFilter ▪ ...
Feature Detection »
EdgeDetect ▪ ContourDetect ▪ CrossingDetect ▪ MinDetect ▪ MaxDetect ▪ ...
ImageKeypoints ▪ ImageCorrespondingPoints ▪ ImageCorners ▪ ...
ImageLines ▪ FindFaces ▪ TextRecognize ▪ ...
Segmentation Analysis »
Binarize — segmentation by thresholding
MorphologicalBinarize ▪ RegionBinarize ▪ ...
WatershedComponents ▪ ClusteringComponents ▪ ...
ComponentMeasurements ▪ SelectComponents ▪ ...
Texture Analysis
ImageCooccurrence — create texture co-occurrence matrix
Image Arithmetic
ImageAdd ▪ ImageSubtract ▪ ImageDifference ▪ ImageMultiply ▪ ImageApply ▪ ImageDistance
Image Tiling & Compositing
ImagePartition ▪ ImageAssemble
Out-of-Core Image Processing
ImageFileApply ▪ ImageFileFilter ▪ ImageFileScan
Presenting & Exporting Images
ListAnimate ▪ GraphicsGrid ▪ TabView ▪ SlideView ▪ FlipView ▪ Labeled
Export — export static and dynamic images to all standard display, web, and print formats
Real-Time Image Processing
List-Based Operations »
CellularAutomaton — apply a general cellular automaton rule
Partition ▪ ArrayFlatten ▪ Map ▪ Fourier ▪ ...
