Edge Preserving Multi-Modal Registration Based On Gradient Intensity Self-Similarity [PDF]
arXiv, 2014 Image registration is a challenging task in the world of medical imaging. Particularly, accurate edge registration plays a central role in a variety of clinical conditions. The Modality Independent Neighbourhood Descriptor (MIND) demonstrates state of the art alignment, based on the image self-similarity.
arxiv
<title>Multiresolution image registration procedure using spline pyramids</title> [PDF]
, 1993 Michaël Unser +2 more
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Using Voxel Similarity as a Measure of Medical Image Registration [PDF]
, 1994 Colin Studholme, David Hill, D.J. Hawkes
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Multimodality deformable registration of pre- and intraoperative images for MRI-guided brain surgery [PDF]
, 1998 Nobuhiko Hata +5 more
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Unsupervised End-to-end Learning for Deformable Medical Image Registration [PDF]
arXiv, 2017 We propose a registration algorithm for 2D CT/MRI medical images with a new unsupervised end-to-end strategy using convolutional neural networks. The contributions of our algorithm are threefold: (1) We transplant traditional image registration algorithms to an end-to-end convolutional neural network framework, while maintaining the unsupervised nature
arxiv
An efficient motion estimator with application to medical image registration [PDF]
, 1998 Baba C. Vemuri +6 more
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Determination of rotations in three dimensions using two-dimensional portal image registration [PDF]
, 1998 Anthony E. Lujan +2 more
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Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration [PDF]
arXivDeformable medical image registration is a crucial aspect of medical image analysis. In recent years, researchers have begun leveraging auxiliary tasks (such as supervised segmentation) to provide anatomical structure information for the primary registration task, addressing complex deformation challenges in medical image registration. In this work, we
arxiv
Segmentation, registration, and measurement of shape variation via image object shape [PDF]
, 1999 Stephen M. Pizer +4 more
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Creation and use of a Talairach-compatible atlas for accurate, automated, nonlinear intersubject registration, and analysis of functional imaging data [PDF]
, 1999 Roger P. Woods +4 more
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