Image registration - Open Access .click

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Automated 3-dimensional computed tomographic and fluoroscopic image registration [PDF]

, 1998
Ali Hamadeh, Stéphane Lavallée, Philippe Cinquin +2 more
openalex +1 more source

Deformable Image Registration with Multi-scale Feature Fusion from Shared Encoder, Auxiliary and Pyramid Decoders [PDF]

arXiv
In this work, we propose a novel deformable convolutional pyramid network for unsupervised image registration. Specifically, the proposed network enhances the traditional pyramid network by adding an additional shared auxiliary decoder for image pairs.
arxiv

Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration [PDF]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 9645-9654
Deformable image registration is a fundamental step for medical image analysis. Recently, transformers have been used for registration and outperformed Convolutional Neural Networks (CNNs). Transformers can capture long-range dependence among image features, which have been shown beneficial for registration.
arxiv

An Automatic Registration Method for Remotely Sensed Images by Using Spatial Correlation between Local Triangles