shankhanil/image-quilting-texture-synthesis

Implementation for Image Quilting paper by Alexei A. Efros & William T. Freeman

Texture synthesis

This is an implementation of the Image Quilting for Texture Synthesis and Transfer by Alexei A. Efros and William T. Freeman in python. The paper can be viewed here.

Texture outputs

Given are some of the textures generated using the written program. More textures generated can be found here and the input files here.

Input	Output(Texture)

Authors

• @lostmartian

Run Locally

Clone the project

  git clone https://github.com/lostmartian/image-quilting-texture-synthesis.git

Go to the project directory

  cd image-quilting-texture-synthesis

Activate virtual environment and install the required dependencies

  source venv/bin/activate
  pip3 install -r requirements.txt

Run the program

  python3 main.py

Remember to change the img variable path for the required input file

Acknowledgements

• Paper by A. Efros and W. Freeman
• Presentation of the same from SIGGRAPH'01

License

MIT