Hybrid Computational Intelligent Systems

Chapter 20 Modified Harris Hawk optimization algorithm for multilevel image thresholding

Soumyaratna Debnath, Abhirup Deb, and Sourav De

Cooch Behar Government Engineering College

Sandip Dey

Sukanta Mahavidyalaya

DOI: 10.1201/9781003381167-20

Contents

• 20.1 Introduction
• 20.2 Harris’ Hawks optimization
• 20.3 Quantitative evaluation measure
  • 20.3.1 Modified Otsu
  • 20.3.2 Entropy Yen
• 20.4 Proposed methodology
  • 20.4.1 Exploration phase
  • 20.4.2 Transition from exploration to exploitation phase
  • 20.4.3 Exploitation phase
• 20.5 Experimental results
  • 20.5.1 Details of the experimental data
  • 20.5.2 Performance measures
  • 20.5.3 Results
• 20.6 Conclusion and future direction
• References

20.1 Introduction

In the realm of nature and that of science, optimization ...