General-purpose and introductory examples for the scikit.
Adapting gray-scale filters to RGB images
Histogram Equalization
Immunohistochemical staining colors separation
Local Histogram Equalization
Gamma and log contrast adjustment
Filtering regional maxima
Tinting gray-scale images
Active Contour Model
Canny edge detector
Circular and Elliptical Hough Transforms
Contour finding
Convex Hull
Edge operators
Straight line Hough transform
Marching Cubes
Medial axis skeletonization
Approximate and subdivide polygons
Shapes
Skeletonize
Blob Detection
BRIEF binary descriptor
CENSURE feature detector
Corner detection
Dense DAISY feature description
Gabor filter banks for texture classification
Gabors / Primary Visual Cortex “Simple Cells” from an Image
GLCM Texture Features
Histogram of Oriented Gradients
Filling holes and finding peaks
Local Binary Pattern for texture classification
Multi-Block Local Binary Pattern for texture classification
ORB feature detector and binary descriptor
Template Matching
Sliding window histogram
Denoising a picture
Entropy
Non-local means denoising for preserving textures
Phase Unwrapping
Mean filters
Image Deconvolution
Using simple NumPy operations for manipulating images
Block views on images/arrays
Find the intersection of two segmentations
Label image regions
Local Otsu Threshold
Markers for watershed transform
Normalized Cut
Thresholding
Finding local maxima
Region Adjacency Graphs
Region Boundary based RAGs
Drawing Region Adjacency Graphs (RAGs)
RAG Thresholding
RAG Merging
Random walker segmentation
Measure region properties
Comparison of segmentation and superpixel algorithms
Adaptive Thresholding
Watershed segmentation
Interpolation: Edge Modes
Robust matching using RANSAC
Piecewise Affine Transformation
Build image pyramids
Radon transform
Robust line model estimation using RANSAC
Robust 3D line model estimation using RANSAC
Cross-Correlation (Phase Correlation)
Seam Carving
Structural similarity index
Swirl
Comparing edge-based segmentation and region-based segmentation
Using geometric transformations
Morphological Filtering
Rank filters