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The Insight ToolKit Image Registration Framework
Publicly available scientific resources help establish evaluation standards, provide a platform for teaching and improve reproducibility. Version 4 of the Insight ToolKit ( ITK4 ) seeks to es- tablish new standards in publicly available image ...
Brian eAvants+5 more
doaj +1 more source
Fast Predictive Multimodal Image Registration [PDF]
We introduce a deep encoder-decoder architecture for image deformation prediction from multimodal images. Specifically, we design an image-patch-based deep network that jointly (i) learns an image similarity measure and (ii) the relationship between ...
Kwitt, Roland+3 more
core +3 more sources
Hierarchical transformation-guided image registration for two-dimensional gel electrophoresis image
Many proteomics studies have been devoted to investigate the gel-based methods for separation and fractionation of complex protein mixture extracted from tissues, cells, and other biological specimens.
Lifang Wei+5 more
doaj +1 more source
Optimizing 3DCT image registration for interfractional changes in carbon-ion prostate radiotherapy
To perform setup procedures including both positional and dosimetric information, we developed a CT–CT rigid image registration algorithm utilizing water equivalent pathlength (WEPL)-based image registration and compared the resulting dose distribution ...
Ryusuke Hirai+4 more
doaj +1 more source
A 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 neural networks (ConvNets), can be ...
Berendsen, Floris F.+5 more
core +2 more sources
A novel variational model for image registration using Gaussian curvature [PDF]
Image registration is one important task in many image processing applications. It aims to align two or more images so that useful information can be extracted through comparison, combination or superposition.
Brito-Loeza, Carlos+2 more
core +2 more sources
Subspace-Based Holistic Registration for Low-Resolution Facial Images [PDF]
Subspace-based holistic registration is introduced as an alternative to landmark-based face registration, which has a poor performance on low-resolution images, as obtained in camera surveillance applications.
Boom, B.J.+2 more
core +4 more sources
Locally Orderless Registration [PDF]
Image registration is an important tool for medical image analysis and is used to bring images into the same reference frame by warping the coordinate field of one image, such that some similarity measure is minimized.
Darkner, Sune, Sporring, Jon
core +2 more sources
THE IMAGE REGISTRATION OF FOURIER-MELLIN BASED ON THE COMBINATION OF PROJECTION AND GRADIENT PREPROCESSING [PDF]
Image registration is one of the most important applications in the field of image processing. The method of Fourier Merlin transform, which has the advantages of high precision and good robustness to change in light and shade, partial blocking, noise ...
D. Gao, X. Zhao, X. Pan
doaj +1 more source
An improved non-rigid image registration approach
With the rapid development of image registration technology, it is being widely used in the fields of medical image processing, remote sensing image analysis, computer vision, and others.
HE Kai+3 more
doaj +1 more source