A Comparison of Some Nature-Inspired Optimization Metaheuristics Applied in Biomedical Image Registration.

Journal: Methods of information in medicine
Published Date:

Abstract

UNLABELLED: Computational Intelligence Re-meets Medical Image Processing Analysis of Machine Learning Algorithms for Diagnosis of Diffuse Lung Diseases BACKGROUND:  In the last decades, new optimization methods based on the nature's intelligence were developed. These metaheuristics can find a nearly optimal solution faster than other traditional algorithms even for high-dimensional optimization problems. All these algorithms have a similar structure, the difference being made by the strategies used during the evolutionary process.

Authors

  • Silviu Ioan Bejinariu
    Computer Vision Laboratory, Institute of Computer Science, Romanian Academy, Iasi Branch, Iasi, Romania.
  • Hariton Costin
    Computer Vision Laboratory, Institute of Computer Science, Romanian Academy, Iasi Branch, Iasi, Romania.