Rohit-Kundu / Segmentation-HHO_Altruism

Based on our paper on Multi-Objective Harris Hawk's Optimization with Altruism for Unsupervised Brain MRI Segmentation

Segmentation-HHO_Altruism

Official MATLAB implementation of the paper titled "Segmentation of Brain MRI using an Altruistic Harris Hawks' Optimization algorithm" published in Elsevier- Knowledge Based Systems (Preprint).

Running the Code

Run: main.m to run the code on the brain MRI image data (stack the images in a .mat file). The dataset file for the Harvard WBA database used in our paper has been provided as Harvard_MRI.mat

Citation

If this repository helps you in any way, please consider citing our work:

@article{bandyopadhyay2021segmentation,
  title={Segmentation of brain MRI using an altruistic Harris Hawks’ Optimization algorithm},
  author={Bandyopadhyay, Rajarshi and Kundu, Rohit and Oliva, Diego and Sarkar, Ram},
  journal={Knowledge-Based Systems},
  volume={232},
  pages={107468},
  year={2021},
  publisher={Elsevier}
}