Traditional and modern strategies for optical flow: an investigation

STH Shah, X Xuezhi - SN Applied Sciences, 2021 - Springer
Abstract Optical Flow Estimation is an essential component for many image processing
techniques. This field of research in computer vision has seen an amazing development in …

Isotropic total variation regularization of displacements in parametric image registration

V Vishnevskiy, T Gass, G Szekely… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Spatial regularization is essential in image registration, which is an ill-posed problem.
Regularization can help to avoid both physically implausible displacement fields and local …

Deformable image registration by combining uncertainty estimates from supervoxel belief propagation

MP Heinrich, IJA Simpson, BŁW Papież, M Brady… - Medical image …, 2016 - Elsevier
Discrete optimisation strategies have a number of advantages over their continuous
counterparts for deformable registration of medical images. For example: it is not necessary …

Time multiscale regularization for nonlinear image registration

L Bao, K Chen, D Kong, S Ying, T Zeng - Computerized Medical Imaging …, 2024 - Elsevier
Regularization-based methods are commonly used for image registration. However, fixed
regularizers have limitations in capturing details and describing the dynamic registration …

Sli2vol: Annotate a 3d volume from a single slice with self-supervised learning

PH Yeung, AIL Namburete, W Xie - … –October 1, 2021, Proceedings, Part II …, 2021 - Springer
The objective of this work is to segment any arbitrary structures of interest (SOI) in 3D
volumes by only annotating a single slice,(ie semi-automatic 3D segmentation). We show …

VolRAFT: Volumetric Optical Flow Network for Digital Volume Correlation of Synchrotron Radiation-based Micro-CT Images of Bone-Implant Interfaces

TM Wong, J Moosmann… - Proceedings of the …, 2024 - openaccess.thecvf.com
In materials science research digital volume correlation (DVC) analysis is commonly used to
track deformations and strains to elucidate morphology-function relationships. Optical flow …

Evaluation of scan-line optimization for 3D medical image registration

S Hermann - Proceedings of the IEEE conference on computer …, 2014 - cv-foundation.org
Scan-line optimization via cost accumulation has become very popular for stereo estimation
in computer vision applications and is often combined with a semi-global cost integration …

Deformable registration of CT and cone-beam CT with local intensity matching

S Park, W Plishker, H Quon, J Wong… - Physics in Medicine & …, 2017 - iopscience.iop.org
Cone-beam CT (CBCT) is a widely used intra-operative imaging modality in image-guided
radiotherapy and surgery. A short scan followed by a filtered-backprojection is typically used …

Non-parametric discrete registration with convex optimisation

MP Heinrich, BW Papież, JA Schnabel… - … Image Registration: 6th …, 2014 - Springer
Deformable image registration is an important step in medical image analysis. It enables an
automatic labelling of anatomical structures using atlas-based segmentation, motion …

Lung 4D CT image registration based on high-order markov random field

P Xue, E Dong, H Ji - IEEE transactions on medical imaging, 2019 - ieeexplore.ieee.org
To solve the problem that traditional image registration methods based on continuous
optimization for large motion lung 4D CT image sequences are easy to fall into local optimal …