Examples — skimage 0.26.0 documentation

A gallery of examples and that showcase how scikit-image can be used. Some examples demonstrate the use of the API in general and some demonstrate specific applications in tutorial form.
Check out our User guide for a narrative introduction to key library conventions and basic image manipulation.
Datasets with 3 or more spatial dimensions
General-purpose images
Using simple NumPy operations for manipulating images
Generate footprints (structuring elements)
Block views on images/arrays
Decompose flat footprints (structuring elements)
Adapting gray-scale filters to RGB images
Filtering regional maxima
Separate colors in immunohistochemical staining
Gamma and log contrast adjustment
Histogram Equalization
Tinting gray-scale images
Local Histogram Equalization
3D adaptive histogram equalization
Active Contour Model
Approximate and subdivide polygons
Straight line Hough transform
Circular and Elliptical Hough Transforms
Interpolation: Edge Modes
Rescale, resize, and downscale
Build image pyramids
Piecewise Affine Transformation
Structural similarity index
Using geometric transformations
Types of homographies
Use thin-plate splines for image warping
Fundamental matrix estimation
Robust line model estimation using RANSAC
Robust matching using RANSAC
Masked Normalized Cross-Correlation
Registration using optical flow
Assemble images with simple image stitching
Using Polar and Log-Polar Transformations for Registration
Removing small objects in grayscale images with a top hat filter
Hysteresis thresholding
Using window functions with images
Estimate strength of blur
Calibrating Denoisers Using J-Invariance