Papers Affine Image Registration
“Affine Image Registration” 태그가 달린 논문 9편 · 필터 해제
Quantifying the Resolution of a Template after Image Registration
In many image processing applications (e.g. computational anatomy) a groupwise registration is performed on a sample of images and a template image is simultaneously generated. From the template alone it is in general un…
Affine Image RegistrationAnatomyImage RegistrationMedical Image Registration+1Anatomy-aware and acquisition-agnostic joint registration with SynthMorph
Affine image registration is a cornerstone of medical image analysis. While classical algorithms can achieve excellent accuracy, they solve a time-consuming optimization for every image pair. Deep-learning (DL) methods l…
Affine Image RegistrationAnatomyImage RegistrationMedical Image AnalysisPrivacy Preserving Image Registration
Image registration is a key task in medical imaging applications, allowing to represent medical images in a common spatial reference frame. Current approaches to image registration are generally based on the assumption t…
Affine Image RegistrationCubic splines Image RegistrationImage RegistrationPrivacy PreservingNon-parametric Uncertainty Assessment in Deep-Learning Based Affine Image Registration
Affine image registration plays a key role in diagnosis, surgical planning and in data-processing pipelines for research as both an essential initialization for subsequent non-rigid registration or as an independent step…
Affine Image RegistrationDeep LearningImage RegistrationUncertainty QuantificationD-Net: Siamese based Network with Mutual Attention for Volume Alignment
Alignment of contrast and non-contrast-enhanced imaging is essential for the quantification of changes in several biomedical applications. In particular, the extraction of cartilage shape from contrast-enhanced Computed …
Affine Image RegistrationComputed Tomography (CT)DecoderImage Registration+1Discovering Salient Anatomical Landmarks by Predicting Human Gaze
Anatomical landmarks are a crucial prerequisite for many medical imaging tasks. Usually, the set of landmarks for a given task is predefined by experts. The landmark locations for a given image are then annotated manuall…
Affine Image RegistrationClusteringImage RegistrationAIRNet: Self-Supervised Affine Registration for 3D Medical Images using Neural Networks
In this work, we propose a self-supervised learning method for affine image registration on 3D medical images. Unlike optimisation-based methods, our affine image registration network (AIRNet) is designed to directly est…
Affine Image RegistrationImage RegistrationSelf-Supervised LearningA Deep Learning Framework for Unsupervised Affine and Deformable Image Registration
Image registration, the process of aligning two or more images, is the core technique of many (semi-)automatic medical image analysis tasks. Recent studies have shown that deep learning methods, notably convolutional neu…
Affine Image RegistrationDeep LearningImage RegistrationMedical Image AnalysisAn Elastic Image Registration Approach for Wireless Capsule Endoscope Localization
Wireless Capsule Endoscope (WCE) is an innovative imaging device that permits physicians to examine all the areas of the Gastrointestinal (GI) tract. It is especially important for the small intestine, where traditional …
Affine Image RegistrationImage Registration