Image Processing

The following topics are based on the book: Digital Image Processing, by Rafael C. Gonzalez and Richard E. Woods.

Table of Contents

• Image Enhancement

  Histogram Equalization
  Histogram Matching
  Smoothing Spatial Filters
  Sharpening Spatial Filter

• Color Image Processing

  Histogram Equalization on Color Image
  Color Image Smoothing
  Color Image Sharpening
  Color Segmentation

• Morphological Image Processing

  Boundary Extraction
  Region Filling
  Extraction of Connected Components
  Hit-or-Miss Transformation
  Convex Hull
  Skeletons

• Image Segmentation

  Point and Line Detection
  Edge Detection
  Gaussian Mixture Model
  Watershed Segmentation Algorithm
  Superpixel Algorithms
  Use of Motion in Segmentation