Distance Oriented Particle Swarm Optimizer for Brain Image Registration

Distance Oriented Particle Swarm Optimizer for Brain Image Registration

In this paper, we describe improvements to the particle swarm optimizer (PSO) made by the inclusion of an unscented Kalman filter to guide particle motion. We show how this method increases the speed of convergence, and reduces the likelihood of premature convergence, increasing the overall accuracy...

Full description

Bibliographic Details
Main Authors: Chengjia Wang, Keith A. Goatman, James P. Boardman, Erin L. Beveridge, David E. Newby, Scott I. Semple
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Global optimization
particle swarm
unscented Kalman filter
image registration
Online Access:https://ieeexplore.ieee.org/document/8677273/

Internet

https://ieeexplore.ieee.org/document/8677273/

Similar Items