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 …

A review of image processing methods for fetal head and brain analysis in ultrasound images

HR Torres, P Morais, B Oliveira, C Birdir… - Computer methods and …, 2022 - Elsevier
Background and objective Examination of head shape and brain during the fetal period is
paramount to evaluate head growth, predict neurodevelopment, and to diagnose fetal …

A survey on mutual information based medical image registration algorithms

D Sengupta, P Gupta, A Biswas - Neurocomputing, 2022 - Elsevier
The process of aligning one image, in the coordinate system of another is called registration.
Image registration is vital in the medical domain and is used for diagnosis, therapy planning …

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 …

Model-based and data-driven strategies in medical image computing

D Rueckert, JA Schnabel - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
Model-based approaches for image reconstruction, analysis, and interpretation have made
significant progress over the past decades. Many of these approaches are based on either …

[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 …

[HTML][HTML] BOUNTI: Brain vOlumetry and aUtomated parcellatioN for 3D feTal MRI

AU Uus, V Kyriakopoulou, A Makropoulos… - bioRxiv, 2023 - ncbi.nlm.nih.gov
Fetal MRI is widely used for quantitative brain volumetry studies. However, currently, there is
a lack of universally accepted protocols for fetal brain parcellation and segmentation …