Lucy-Richardson deconvolution algorithm in C++

Description

This is a simple project that demonstrates the Lucy-Richardson deconvolution algorithm. The project is an interface with which you can apply many different kinds of blurs and noises and then apply the Lucy-Richardson deconvolution algorithm to restore the original image. The project is written in C++ and uses GTK+3 for the GUI.

Features

• Apply Blur
  • Gaussian Blur
  • Motion Blur
• Apply Noise
  • Gaussian Noise
  • Salt and Pepper Noise
  • Speckle Noise
• Apply Lucy-Richardson Deconvolution Algorithm
  • Number of iterations
  • Tikhonov regularization or auto-deconvolution
  • TV
• Save Image

Requirements

GTK+3 libraries are required to build and run the project. The project has been tested on Ubuntu 20.04.

Build

cmake .
make

Run

./lucy

Examples

The original image is shown below.

The blurred image is shown below.

The restored image is shown below.

Screenshots

The main interface is shown below.

Authors

• Scott TALLEC
• Daniel ROSA