image-segmentation-using-wdo

Fully automatic Common Carotid Artery ultrasound image segmentation using Wind Driven Optimization technique

Author: Pardhu M

Contact: pardhu1212@gmail.com

Code Details

• Image denoising and enhancement codes are not attached.

• The code is tested on several Ultra Sound images and it can be used to segment other types of images with little modifications.

• Number of threshold levels have to changed according to the image to be segmented. Number of iterations or the population size has to be incremented to achieve better results.

• Here, Otsu's function is as a fitness function for finding the optimum thresold. The code for Otsu's function is attached.

Reference Paper

Refernce paper for the project is at the following website: https://doi.org/10.1016/j.bspc.2017.08.009

Contributors

Refer to the authors in the paper for the contact details of authors.

Disclaimer

Please use the code at your own risk. Author is not responsible for errors in the code.

License

Refer LICENSE.md file