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General examples¶

General-purpose and introductory examples for the scikit.

../_images/plot_canny.png

Canny edge detector

../_images/plot_contours.png

Contour finding

../_images/plot_convex_hull.png

Convex Hull

../_images/plot_equalize.png

Histogram Equalization

../_images/plot_gabors_from_lena.png

Gabors / Primary Visual Cortex “Simple Cells” from Lena

../_images/plot_glcm.png

GLCM Texture Features

../_images/plot_harris.png

Harris Corner detector

../_images/plot_hog.png

Histogram of Oriented Gradients

../_images/plot_holes_and_peaks.png

Filling holes and finding peaks

../_images/plot_hough_transform.png

Hough transform

../_images/plot_label.png

Label image regions

../_images/plot_lena_tv_denoise.png

Denoising the picture of Lena using total variation

../_images/plot_local_binary_pattern.png

Local Binary Pattern for texture classification

../_images/plot_medial_transform.png

Medial axis skeletonization

../_images/plot_otsu.png

Thresholding

../_images/plot_peak_local_max.png

Finding local maxima

../_images/plot_piecewise_affine.png

Piecewise Affine Transformation

../_images/plot_polygon.png

Approximate and subdivide polygons

../_images/plot_pyramid.png

Build image pyramids

../_images/plot_radon_transform.png

Radon transform

../_images/plot_random_walker_segmentation.png

Random walker segmentation

../_images/plot_regional_maxima.png

Filtering regional maxima

../_images/plot_regionprops.png

Measure region properties

../_images/plot_segmentations.png

Comparison of segmentation and superpixel algorithms

../_images/plot_shapes.png

Fill shapes

../_images/plot_skeleton.png

Skeletonize

../_images/plot_ssim.png

Structural similarity index

../_images/plot_swirl.png

Swirl

../_images/plot_template.png

Template Matching

../_images/plot_threshold_adaptive.png

Adaptive Thresholding

../_images/plot_view_as_blocks.png

Block views on images/arrays

../_images/plot_watershed.png

Watershed segmentation

Longer examples and demonstrations¶

../_images/plot_coins_segmentation.png

Comparing edge-based segmentation and region-based segmentation

../_images/plot_geometric.png

Using geometric transformations

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