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MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Existing image fusion methods are typically limited to aligned source images and have to “tolerate” parallaxes when images are unaligned. Simultaneously, the large variances between different modalities pose a significant challenge for multi-modal image ...
Han Xu, Jiteng Yuan, Jiayi Ma
semanticscholar   +1 more source

RoReg: Pairwise Point Cloud Registration With Oriented Descriptors and Local Rotations

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
We present RoReg, a novel point cloud registration framework that fully exploits oriented descriptors and estimated local rotations in the whole registration pipeline.
Haiping Wang   +8 more
semanticscholar   +1 more source

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

IEEE Transactions on Medical Imaging, 2018
We present VoxelMorph, a fast learning-based framework for deformable, pairwise medical image registration. Traditional registration methods optimize an objective function for each pair of images, which can be time-consuming for large datasets or rich ...
Guha Balakrishnan   +4 more
semanticscholar   +1 more source

SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness

IEEE/CAA Journal of Automatica Sinica, 2022
Image fusion aims to integrate complementary information in source images to synthesize a fused image comprehensively characterizing the imaging scene.
Linfeng Tang   +4 more
semanticscholar   +1 more source

Salvation by Registration

New England Journal of Medicine, 2007
Robert Motzer was not happy when he learned that his manuscript about the treatment of renal cancer with sunitinib could not be considered for publication by the Journal. His paper was rejected not on the basis of the science it reported or of the Journal's editorial priorities, but because of the study's inadequate registration in the ClinicalTrials ...
Jeffrey M, Drazen, Deborah A, Zarin
openaire   +2 more sources

Evolutionary Multiform Optimization With Two-Stage Bidirectional Knowledge Transfer Strategy for Point Cloud Registration

IEEE Transactions on Evolutionary Computation
Point cloud registration is an important task in computer vision, where the goal is to estimate a transformation to align a pair of point clouds. Most of the existing registration methods face the problems of poor robustness and getting stuck in local ...
Yue Wu   +6 more
semanticscholar   +1 more source

RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion

Computer Vision and Pattern Recognition, 2022
In this paper, we propose a novel method to realize multimodal image registration and fusion in a mutually reinforcing framework, termed as RFNet. We handle the registration in a coarse-to-fine fashion.
Han Xu   +4 more
semanticscholar   +1 more source

Protocol Registration

The Cleft Palate Craniofacial Journal, 2023
Prospective registration of systematic reviews is encouraged and forms part of the PRISMA guidelines. Providing information pertaining to protocol registration would potentially aid in improving the robustness of the report.
openaire   +2 more sources

Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks

International Conference on Medical Image Computing and Computer-Assisted Intervention, 2020
Deep learning-based methods have recently demonstrated promising results in deformable image registration for a wide range of medical image analysis tasks.
Tony C. W. Mok, Albert C. S. Chung
semanticscholar   +1 more source

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