Results 41 to 50 of about 7,220,066 (335)

A Coarse-to-Fine Deformable Transformation Framework for Unsupervised Multi-Contrast MR Image Registration with Dual Consistency Constraint

IEEE Transactions on Medical Imaging, 2021
Multi-contrast magnetic resonance (MR) image registration is useful in the clinic to achieve fast and accurate imaging-based disease diagnosis and treatment planning.
Weijian Huang, Hao Yang, Xinfeng Liu, Cheng Li, Ian Zhang, Rongpin Wang, Hairong Zheng, Shanshan Wang   +7 more
semanticscholar   +1 more source

Adversarial Deformation Regularization for Training Image Registration Neural Networks [PDF]

, 2018
We describe an adversarial learning approach to constrain convolutional neural network training for image registration, replacing heuristic smoothness measures of displacement fields often used in these tasks.
Barratt, Dean C., Bonmati, Ester, Emberton, Mark, Ghavami, Nooshin, Gibson, Eli, Hu, Yipeng, Moore, Caroline M., Noble, J. Alison, Vercauteren, Tom   +8 more
core   +2 more sources

The Insight ToolKit Image Registration Framework

Frontiers in Neuroinformatics, 2014
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, Nicholas James Tustison, michael estauffer, Gang eSong, Baohua eWu, James eGee   +5 more
doaj   +1 more source

Hierarchical transformation-guided image registration for two-dimensional gel electrophoresis image

Journal of Algorithms & Computational Technology, 2020
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, Heng Dong, Changcai Yang, Zhe Guan, Wenfang Lin, Ying Miao   +5 more
doaj   +1 more source

Multimodal Remote Sensing Image Registration Methods and Advancements: A Survey

Remote Sensing, 2021
With rapid advancements in remote sensing image registration algorithms, comprehensive imaging applications are no longer limited to single-modal remote sensing images.
Xinyue Zhang, Chengcai Leng, Yameng Hong, Zhao Pei, I. Cheng, A. Basu   +5 more
semanticscholar   +1 more source

A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration

, 2018
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., de Vos, Bob D., Isgum, Ivana, Sokooti, Hessam, Staring, Marius, Viergever, Max A.   +5 more
core   +2 more sources

Locally Orderless Registration [PDF]

, 2012
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

Benchmarking and performance evaluation of a novel deformable image registration software for radiotherapy CT images

Technical Innovations & Patient Support in Radiation Oncology
Purpose: We evaluated and benchmarked a novel deformable image registration (DIR) software functionality (DirOne, Cosylab d.d., Ljubljana, Slovenia) by comparing it to two commercial systems, MIM and VelocityAI, following AAPM task group 132 (TG-132 ...
Shorug S. Alshammari, Sridhar Yaddanapudi, Blaž Kušnik, Rok Ivančič, Kristjan Anderle, Jonathan G. Li, Keith M. Furutani, Chris J. Beltran, Bo Lu   +8 more
doaj   +1 more source

Deep learning in medical image registration: a review [PDF]

Physics in Medicine and Biology, 2019
This paper presents a review of deep learning (DL)-based medical image registration methods. We summarized the latest developments and applications of DL-based registration methods in the medical field. These methods were classified into seven categories
Yabo Fu, Y. Lei, Tonghe Wang, W. Curran, Tian Liu, Xiaofeng Yang   +5 more
semanticscholar   +1 more source

Consistent joint photometric and geometric image registration [PDF]

, 2010
In this paper, we derive a novel robust image alignment technique that performs joint geometric and photometric registration in the total least square sense.
Goossens, Bart, Luong, Hiep, Philips, Wilfried, Pizurica, Aleksandra   +3 more
core   +2 more sources