Multi-focus image fusion via region mosaicking on Laplacian pyramid.
Jianguo Sun, Qilong Han, Liang Kou, Liguo Zhang, Kejia Zhang, and Zilong Jin
These instructions will get you a copy of the project up and running on your local machine for evaluation.
You should have a functional conda environment.
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.
TBA
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.