zhbitluo / RMLP

Multi-focus image fusion via region mosaicking on Laplacian pyramid. Jianguo Sun, Qilong Han, Liang Kou, Liguo Zhang, Kejia Zhang, and Zilong Jin "Multi-focus image fusion algorithm based on Laplacian pyramids".

RMLP

Multi-focus image fusion via region mosaicking on Laplacian pyramid.
Jianguo Sun, Qilong Han, Liang Kou, Liguo Zhang, Kejia Zhang, and Zilong Jin

Getting Started

These instructions will get you a copy of the project up and running on your local machine for evaluation.

Prerequisites

You should have a functional conda environment.

Building and Running

Assuming you are in the repository root directory, create an environment by

conda env create -f environment.yml

This will create an environment called rmlp, activate it with

conda activate rmlp

Use

python demo.py

to run the demo script.

Authors

• Liu, Yen-Ting
• Chiang, Yi-Yo

License

TBA

References

Remember to cite the following works if any of the datasets is used.

• Slavica Savic, "Multifocus Image Fusion Based on Empirical Mode Decomposition", Twentieth International Electrotechnical and Computer Science Conference, ERK 2011
  • Most of the image pairs are not registered.
  • No ground-truth.
  • Usable but not ideal.
• Lytro Multi-focus Image Dataset
  • All image pairs are registered.
  • No ground-truth.
• A classification and fuzzy-based approach for digital multi-focus image fusion August 2011 Jamal Saeedi · Karim Faez
  • Some of the image pairs are not registered.
  • Some of the image pairs have ground-truth.