Groupwise multichannel image registration

JM Guyader, W Huizinga, V Fortunati… - IEEE Journal of …, 2018 - ieeexplore.ieee.org
multichannel registration as a groupwise image registration problem. In this way, we derive a
method that allows the registration of two or more multichannel … in the registration procedure…

Dgr-net: Deep groupwise registration of multispectral images

T Che, Y Zheng, X Sui, Y Jiang, J Cong, W Jiao… - … in Medical Imaging, 2019 - Springer
… an unbiased deep groupwise registration framework, DGR-Net… the deformation of the
sequence image. Our framwork guided … Image registration is a key stage in image fusion, change …

Multi-channel groupwise registration to construct an ultrasound-specific fetal brain atlas

AIL Namburete, R van Kampen… - … , and Paediatric Image …, 2018 - Springer
… -rigid image registration used in this work, is built on the groupwise deformable registration
… The implicit reference groupwise registration reduces bias introduced by selection of a …

GroupMorph: Medical Image Registration via Grouping Network with Contextual Fusion

Z Tan, L Zhang, Y Lv, Y Ma, H Lu - … on Medical Imaging, 2024 - ieeexplore.ieee.org
… Specifically, we perform group-wise correlation … [25], group-wise correlation measures
similarities between features at a certain position by using correlation maps of multiple channels, …

Groupwise multimodal image registration using joint total variation

M Brudfors, Y Balbastre, J Ashburner - … Image Understanding and Analysis …, 2020 - Springer
… is often an essential step before any subsequent image analysis. In this paper, we introduce
image registration. This cost function has the advantage of enabling principled, groupwise

Groupwise consistent image registration: a crucial step for the construction of a standardized near infrared hyper-spectral teeth database

Ž Špiclin, P Usenik, M Bürmen, A Fidler… - Medical Imaging …, 2011 - spiedigitallibrary.org
image registration in a groupwise manner, taking advantage of the multichannel image
information and promoting image … automatic multi-modal groupwise registration method, images …

A statistical framework for inter-group image registration

S Liao, G Wu, D Shen - Neuroinformatics, 2012 - Springer
… proposed to address the groupwise image registration problem for registering a single group
of … In this paper, we adopt the multi-channel diffeomorphic Demons registration algorithm (…

Unsupervised end-to-end groupwise registration framework without generating templates

Z He, ACS Chung - … IEEE International Conference on Image …, 2020 - ieeexplore.ieee.org
Image registration is intended to estimate the deformation field to warp one image into the …
The input is all group subjects like a multi-channel image of N × X × Y (for the 2D setting). The …

Hierarchical unbiased graph shrinkage (HUGS): a novel groupwise registration for large data set

S Ying, G Wu, Q Wang, D Shen - NeuroImage, 2014 - Elsevier
… potentially avoiding bias in the registration. However, most conventional groupwise
registration methods do not explore the data distribution during the image registration. Thus, their …

Temporal groupwise registration for motion modeling

M Yigitsoy, C Wachinger, N Navab - … Processing in Medical Imaging, 2011 - Springer
… [11] use 4D deformable image registration to compensate for the cardiac motion in positron
emission tomography (PET) images, following a pairwise approach. Rohlfing et al. [17] apply …