-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing

X Luo, X Zhuang - IEEE Transactions on Pattern Analysis and …, 2022 - ieeexplore.ieee.org
This article presents a generic probabilistic framework for estimating the statistical
dependency and finding the anatomical correspondences among an arbitrary number of …

Generation of n-Dimensional Hyperchaotic Maps Using Gershgorin-Type Theorem and its Application

Y Zhang, Z Hua, H Bao, H Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
High-dimensional (HD) chaotic map has wide applications in various research fields such as
neural networks and secure communication. Designing HD chaotic maps with expected …

Deep group-wise registration for multi-spectral images from fundus images

T Che, Y Zheng, J Cong, Y Jiang, Y Niu, W Jiao… - IEEE …, 2019 - ieeexplore.ieee.org
Multi-spectral imaging (MSI) is a novel non-invasive tool for visualizing the entire span of the
eye, from the internal limiting membrane to the choroid. However, spatial misalignments can …

[HTML][HTML] Intrasubject multimodal groupwise registration with the conditional template entropy

M Polfliet, S Klein, W Huizinga, MM Paulides… - Medical image …, 2018 - Elsevier
Image registration is an important task in medical image analysis. Whereas most methods
are designed for the registration of two images (pairwise registration), there is an increasing …

Feature-based alignment of volumetric multi-modal images

M Toews, L Zöllei, WM Wells - International Conference on Information …, 2013 - Springer
This paper proposes a method for aligning image volumes acquired from different imaging
modalities (eg MR, CT) based on 3D scale-invariant image features. A novel method for …

Deep learning deformation initialization for rapid groupwise registration of inhomogeneous image populations

S Ahmad, J Fan, P Dong, X Cao, PT Yap… - Frontiers in …, 2019 - frontiersin.org
Groupwise image registration tackles biases that can potentially arise from inappropriate
template selection. It typically involves simultaneous registration of a cohort of images to a …

Modular chaotification model with FPGA implementation

ZY Hua, BH Zhou, YX Zhang, YC Zhou - Science China Technological …, 2021 - Springer
Chaotic systems are an effective tool for various applications, including information security
and internet of things. Many chaotic systems may have the weaknesses of incomplete output …

Multi-feature mutual information image registration

D Tomaževič, B Likar, F Pernuš - Image Analysis and Stereology, 2012 - ias-iss.org
Nowadays, information-theoretic similarity measures, especially the mutual information and
its derivatives, are one of the most frequently used measures of global intensity feature …

Efficient and accurate set-based registration of time-separated aerial images

O Arandjelović, DS Pham, S Venkatesh - Pattern Recognition, 2015 - Elsevier
This paper addresses the task of time-separated aerial image registration. The ability to
solve this problem accurately and reliably is important for a variety of subsequent image …

Feature-based groupwise registration of historical aerial images to present-day ortho-photo maps

S Zambanini - Pattern Recognition, 2019 - Elsevier
In this paper, we address the registration of historical WWII images to present-day ortho-
photo maps for the purpose of geolocalization. Due to the challenging nature of this …