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Computational Intelligence in Remote Sensing Image Registration: A survey
2020
International Journal of Automation and Computing
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Many methods based on evolutionary computation and deep learning have achieved good performance in remote sensing image registration. ...
This paper introduces the application of computational intelligence in remote sensing image registration from the two directions of evolutionary computing and deep learning. ...
PSO is used to compute a good initial guess for following the Powell's direction set method (PDSM). ...
doi:10.1007/s11633-020-1248-x
fatcat:2adppeabnvhmzdylnl6udodluy
Implementation of Image Registration for Satellite Images using Mutual Information and Particle Swarm Optimization Techniques
2014
International Journal of Computer Applications
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The aim of this research is to register satellite images on the DSP processor using probabilistic optimization method named as particle swarm optimization. ...
Particle Swarm Optimization is a stochastic search technique with less computation and still very effective as compared to other optimization techniques. ...
Chen Lun Lin [22] described Hybrid particle swarm optimization (HPSO) for medical image registration. ...
doi:10.5120/16969-5475
fatcat:zumuelpxyzfvppimkzjwnzl3ne
Evolutionary Intensity-based Medical Image Registration: A Review
2014
Current Medical Imaging Reviews
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However, with the increase in computational power during the last decade, intensity-based (or voxel-based) image registration methods have been preferred in many medical imaging applications, due to their ...
These are examples of global transformations having respectively 6, 7 and 12 degrees of freedom for 3D images. ...
At the first, coarse resolution, a DE algorithm is used, while in the further resolutions the optimization is carried out by Powell's direction set method. ...
doi:10.2174/15734056113096660003
fatcat:nbeal3usczavdghe5bhid77pn4
Comparative Analysis of Image Registration for Printed Circuit Boards
2017
International Journal of Engineering and Technology
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This paper aims to present comparative analysis of different image registration techniques for automated inspection of Printed Circuit Boards. ...
The major goal of this paper is to provide a comparative analysis of image registration techniques used for automated inspection of Printed circuit boards. ...
Y.Zhuang et al. proposed infrared and visual image registration based on mutual information with a combined particle swarm optimization and Powell search algorithm. ...
doi:10.21817/ijet/2017/v9i3/1709030250
fatcat:whuzg3s7qzhmvjmr6imr7uunxu
Multimodal Remote Sensing Image Registration Methods and Advancements: A Survey
2021
Remote Sensing
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With rapid advancements in remote sensing image registration algorithms, comprehensive imaging applications are no longer limited to single-modal remote sensing images. ...
Instead, multi-modal remote sensing (MMRS) image registration has become a research focus in recent years. ...
At the same time, the authors took the maximum of MI as the optimization goal and introduced the particle swarm optimization (PSO) algorithm to search for the best parameter of the geometric mapping function ...
doi:10.3390/rs13245128
fatcat:lnf5vmninzc75fuabw4ssucm34
Medical image registration utilizing tissue P systems
2022
Frontiers in Pharmacology
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Method- In this study, we have proposed and built a TPSysIR framework using the TPS for image registration that optimizes upon the mutual information (MI) similarity metric to find a global solution. ...
Result- The model was tested on single- and multimodal brain MRI scans and other prominent optimization-based image registration techniques. ...
Acknowledgments The work here was tested utilizing images from The. nii files mni_icbm152_t1_tal_nlin_asym_09a.nii and mni_icbm152_t2_tal_nlin_asym_09a.nii obtained from the mni non-linear templates archive ...
doi:10.3389/fphar.2022.949872
pmid:35991877
pmcid:PMC9389265
fatcat:jrykp7dqgjhifavmjreafjwwlm
An Application Independent Review of Multimodal 3D Registration Methods
2020
Computers & graphics
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Methods with publicly available source code have been compared on common datasets. A discussion on trends, observations and challenges for further research concludes the review. ...
Registration is a ubiquitous operation in Visual Computing, with applications in 3D object retrieval among others. ...
Particle Swarm Optimization (PSO) is a relatively recent population-based evolutionary computation technique for solving optimization problems, which is inspired by the swarming or collaborative behavior ...
doi:10.1016/j.cag.2020.07.012
fatcat:ggb4esbyhrfzxhcequym5dariu
Medical Image Registration Using Evolutionary Computation: An Experimental Survey
2011
IEEE Computational Intelligence Magazine
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For example, in remote sensing it is important to put into correspondence the images acquired from different viewpoints in order to achieve a global cartography from partial views. ...
), greedy randomized adaptive search procedures (GRASP), memetic algorithms (MAs), scatter search (SS), ant colony optimization (ACO), and particle swarm optimization (PSO). ...
doi:10.1109/mci.2011.942582
fatcat:pv5xypteqbdd5eykukxf7bp6da
Image Registration Techniques: A Survey
[article]
2017
pre-print
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Image registration finds application in medical sciences, remote sensing and in computer vision. ...
Image Registration is the process of aligning two or more images of the same scene with reference to a particular image. ...
ACKNOWLEDGMENT I would like to extend my sincere gratitude to Professor Sugata Munshi, Professor Amitava Chatterjee and Professor Mita Dutta for their support and guidance. ...
doi:10.17605/osf.io/rv65c
arXiv:1712.07540v1
fatcat:waxzd7aghfe33ljtlup5fqrb7m