Color Image Segmentation Using Multilevel Thresholding—Hybrid Particle Swarm Optimization

2015 ◽  
pp. 661-668 ◽  
Author(s):  
Yang Liu ◽  
Kunyuan Hu ◽  
Yunlong Zhu ◽  
Hanning Chen
Keyword(s):  
Particle Swarm Optimization ◽  
Image Segmentation ◽  
Color Image ◽  
Particle Swarm ◽  
Color Image Segmentation ◽  
Multilevel Thresholding ◽  
Swarm Optimization ◽  
Hybrid Particle ◽  
Hybrid Particle Swarm Optimization

scholarly journals A Multilevel Thresholding Approach Based on Improved Particle Swarm Optimization for Color Image Segmentation

2020 ◽  
Author(s):  
Larissa Britto ◽  
Luciano Pacífico ◽  
Teresa Ludermir
Keyword(s):  
Particle Swarm Optimization ◽  
Image Segmentation ◽  
Color Image ◽  
Particle Swarm ◽  
Pso Algorithm ◽  
Color Image Segmentation ◽  
Multilevel Thresholding ◽  
Swarm Optimization ◽  
Improved Particle Swarm Optimization ◽  
Image Problems

In this paper, a hybrid Otsu and improved Particle Swarm Optimization (PSO) algorithm is presented to deal with multilevel color image thresholding problem, named APSOW. In APSOW, the historical information represented by the local best solutions found so far by PSO population are permuted among the current population, using a randomized greedy process. APSOW also implements a weedout operator to prune the worst individuals from the population. The proposed APSOW is compared to other hybrid EAs and Otsu approaches from literature (include standard PSO model) through twelve benchmark color image problems, showing its potential and robustness.

scholarly journals Software Defects Prediction Based on Hybrid Particle Swarm Optimization and Sparrow Search Algorithm

IEEE Access ◽  
2021 ◽  
Vol 9 ◽  
pp. 60865-60879
Author(s):  
Liu Yang ◽  
Zhen Li ◽  
Dongsheng Wang ◽  
Hong Miao ◽  
Zhaobin Wang
Keyword(s):  
Particle Swarm Optimization ◽  
Search Algorithm ◽  
Particle Swarm ◽  
Software Defects ◽  
Swarm Optimization ◽  
Hybrid Particle ◽  
Hybrid Particle Swarm Optimization
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