Loomis

A Golang implementation of digital image processing algorithms based on "Digital Image Processing" by Gonzalez and Woods. The project offers both sequential and concurrent implementations of various image processing techniques.

Features

• Intensity Transformations

  • Grayscale conversion
  • Log transformation
  • Power-law (Gamma) transformation
  • Bit plane slicing
  • Bit number slicing
  • Histogram equalization

• Spatial Filtering

  • Linear smoothing filters
  • Non-linear smoothing filters
  • Gaussian smoothing
  • Laplacian sharpening
  • Unsharp masking
  • Gradient filters (Sobel, Roberts Cross)

• Frequency Domain

  • Discrete Fourier Transform

• Statistical Functions

  • Gaussian PDF
  • Rayleigh PDF
  • Histogram analysis

Installation

Running: $cd pkg $go build $cd .. $go install .

References: Rafael C. Gonzalez and Richard E. Woods. 2008. Digital Image Processing. Prentice Hall, Upper Saddle River, N.J.

Photo Credits: Green Bee Eater photograph - https://unsplash.com/photos/L4hg5o67jdw