Image Quilting for Texture Synthesis & Transfer

Course Project for CS663 - Digital Image Processing

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This is our implementation of Texture Synthesis and Texture Transfer using Image Quilting. It is based on the paper of the same name by authors Alexei Efros and William Freeman.

Usage

First, clone this repository using git clone https://github.com/shubhlohiya/image-quilting-texture-synthesis.git

CLI Tool:

To use the CLI tool associated with our project do the following:

• cd code/
• To perform Texture Synthesis use: python main.py --synthesis -i <texture_img> -b <block_size> -o <overlap_size> -tol <tolerance>
• To perform Texture Transfer use: python main.py --transfer -i <target_img> -t <texture_img> -b <block_size> -o <overlap_size> -tol <tolerance> -a <alpha>

For more details, use python main.py -h

 

Results

Some Results for Texture Synthesis

Input Image	Synthesized Texture

     

Some Results for Texture Transfer

Target Image	Texture Image	Result

For more results, please check the report.

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Created with ❤️ by Shubham Lohiya, Latika Patel & Prathmesh Bele