General examples¶

General-purpose and introductory examples for the scikit.

../_images/plot_brief.png

BRIEF binary descriptor

../_images/plot_canny.png

Canny edge detector

../_images/plot_censure.png

CENSURE feature detector

../_images/plot_circular_elliptical_hough_transform.png

Circular and Elliptical Hough Transforms

../_images/plot_contours.png

Contour finding

../_images/plot_convex_hull.png

../_images/plot_corner.png

Corner detection

../_images/plot_daisy.png

Dense DAISY feature description

../_images/plot_denoise.png

Denoising the picture of Lena

../_images/plot_edge_filter.png

Edge operators

../_images/plot_entropy.png

../_images/plot_equalize.png

Histogram Equalization

../_images/plot_gabor.png

Gabor filter banks for texture classification

../_images/plot_gabors_from_lena.png

Gabors / Primary Visual Cortex “Simple Cells” from Lena

../_images/plot_glcm.png

GLCM Texture Features

../_images/plot_hog.png

Histogram of Oriented Gradients

../_images/plot_holes_and_peaks.png

Filling holes and finding peaks

../_images/plot_ihc_color_separation.png

Immunohistochemical staining colors separation

../_images/plot_join_segmentations.png

Find the intersection of two segmentations

../_images/plot_label.png

Label image regions

../_images/plot_local_binary_pattern.png

Local Binary Pattern for texture classification

../_images/plot_local_equalize.png

Local Histogram Equalization

../_images/plot_local_otsu.png

Local Otsu Threshold

../_images/plot_marching_cubes.png

Marching Cubes

../_images/plot_marked_watershed.png

Markers for watershed transform

../_images/plot_matching.png

Robust matching using RANSAC

../_images/plot_medial_transform.png

Medial axis skeletonization

../_images/plot_orb.png

ORB feature detector and binary descriptor

../_images/plot_otsu.png

../_images/plot_peak_local_max.png

Finding local maxima

../_images/plot_phase_unwrap.png

Phase Unwrapping

../_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_random_walker_segmentation.png

Random walker segmentation

../_images/plot_rank_mean.png

../_images/plot_ransac.png

Robust line model estimation using RANSAC

../_images/plot_regional_maxima.png

Filtering regional maxima

../_images/plot_regionprops.png

Measure region properties

../_images/plot_restoration.png

Deconvolution of Lena

../_images/plot_segmentations.png

Comparison of segmentation and superpixel algorithms

../_images/plot_shapes.png

../_images/plot_skeleton.png

../_images/plot_ssim.png

Structural similarity index

../_images/plot_template.png

Template Matching

../_images/plot_threshold_adaptive.png

Adaptive Thresholding

../_images/plot_tinting_grayscale_images.png

Tinting gray-scale images

../_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

../_images/plot_morphology.png

Morphological Filtering

../_images/plot_rank_filters.png

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