We proposed Feature Potential Mutual Information (FPMI) to increases the smoothness of the registration measure function and use Particle Swarm Optimization to ...
Standard Mutual Information function contains local maxima, which make against to convergence of registration transformation parameters for automated ...
This paper focuses on biomedical image registration using Particle Swarm Optimization (PSO). Several literature approaches are critically reviewed, by ...
The method presented in this paper applies MI to measure the statistical dependence or information redundancy between the image intensities of corresponding ...
Missing: potential particle swarm
Mar 4, 2015 · To fully automate the registration process by optimization of the mutual information criterion, a robust global optimizer is indispensable. This ...
Optimization algorithms, such as particle swarm optimization (PSO) or the Powell search method, are often used to find the most appropriate registration ...
In this paper, we present an improved method for multimodal image registration based on maximization of a new form of normalized MI incorporating particle swarm ...
A novel multimodal niching particle swarm optimization (MNPSO) algorithm, aiming at finding out all the best feature combinations in a FS problem is proposed.
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Feb 22, 2023 · The aim of this paper is to provide a comprehensive systematic review on medical image registration using Particle Swarm Optimization (PSO), ...
These results demonstrate that particle swarm approaches, along with evolutionary techniques and local methods, are useful in image registration, and emphasize ...