A review of multimodal image matching: Methods and applications

X Jiang, J Ma, G Xiao, Z Shao, X Guo - Information Fusion, 2021 - Elsevier
Multimodal image matching, which refers to identifying and then corresponding the same or
similar structure/content from two or more images that are of significant modalities or …

Deep learning in medical image registration: a review

Y Fu, Y Lei, T Wang, WJ Curran, T Liu… - Physics in Medicine & …, 2020 - iopscience.iop.org
This paper presents a review of deep learning (DL)-based medical image registration
methods. We summarized the latest developments and applications of DL-based registration …

Deep learning in medical image registration: a survey

G Haskins, U Kruger, P Yan - Machine Vision and Applications, 2020 - Springer
The establishment of image correspondence through robust image registration is critical to
many clinical tasks such as image fusion, organ atlas creation, and tumor growth monitoring …

Multimodal remote sensing image registration methods and advancements: A survey

X Zhang, C Leng, Y Hong, Z Pei, I Cheng, A Basu - Remote Sensing, 2021 - mdpi.com
With rapid advancements in remote sensing image registration algorithms, comprehensive
imaging applications are no longer limited to single-modal remote sensing images. Instead …

A review of keypoints' detection and feature description in image registration

C Liu, J Xu, F Wang - Scientific programming, 2021 - Wiley Online Library
For image registration, feature detection and description are critical steps that identify the
keypoints and describe them for the subsequent matching to estimate the geometric …

Deep learning for medical image registration: A comprehensive review

S Bharati, M Mondal, P Podder, VB Prasath - arXiv preprint arXiv …, 2022 - arxiv.org
Image registration is a critical component in the applications of various medical image
analyses. In recent years, there has been a tremendous surge in the development of deep …

[HTML][HTML] An application independent review of multimodal 3D registration methods

E Saiti, T Theoharis - Computers & Graphics, 2020 - Elsevier
Registration is a ubiquitous operation in Visual Computing, with applications in 3D object
retrieval among others. Registration is the process of overlaying two or more datasets taken …

A Hunger Games Search algorithm with opposition-based learning for solving multimodal medical image registration

X Luo, B Du, P Gui, D Zhang, W Hu - Neurocomputing, 2023 - Elsevier
Multimodal medical image registration involves multiple pieces of medical equipment
collecting complementary information on the same content, resulting in information fusion …

Application of image fusion in diagnosis and treatment of liver cancer

C Li, A Zhu - Applied Sciences, 2020 - mdpi.com
With the accelerated development of medical imaging equipment and techniques, image
fusion technology has been effectively applied for diagnosis, biopsy and radiofrequency …

A practical review on medical image registration: From rigid to deep learning based approaches

N Andrade, FA Faria… - 2018 31st SIBGRAPI …, 2018 - ieeexplore.ieee.org
The large variety of medical image modalities (eg Computed Tomography, Magnetic
Resonance Imaging, and Positron Emission Tomography) acquired from the same body …