Image Inpainting Software

Introduction

This is an open source software for image inpainting, which is composed by two different algorithm: exemplar-based algorithm and Markov random field.

Installation

Linux(Ubuntu/Debian)

For exemplar-based algorithm:

$ sudo pip install numpy
$ sudo pip install scipy
$ sudo apt-get install python-pil.imagetk python-skimage

Windows

For Markov random field: MATLAB 2014+

File Structure

• README.md: this file
• dataset: Berkeley image inpainting dataset (300 images) and some test images
• Exemplar_Based_Algorithm: source code for exemplar-based
• Markov_Random_Field: source code for MRF

Examples

• Image detail restoration
  

• Image object removal
  

• Image text removal
  

Contribute

If you want to contribute to this project, please fork this project and pull request or give issues.

License

This is an open source project and license is MIT license, refer to LICENSE file for details.