JOURNAL ARTICLE

Brain image registration based on curve mapping

Abstract

A new two-stage approach for brain image registration is proposed. In the first stage, an active contour algorithm is used to establish a length-preserving, one-to-one mapping between the cortical and the ventricular boundaries in the two images to be registered. This mapping is used in the second step by a two-dimensional transformation which is based on an elastic body deformation. This method was tested by registering magnetic resonance images to both photographic pathology images and atlas images.< >

Keywords:
Image registration Artificial intelligence Computer vision Computer science Atlas (anatomy) Transformation (genetics) Image (mathematics) Pattern recognition (psychology) Anatomy Medicine Biology

Metrics

54
Cited By
3.41
FWCI (Field Weighted Citation Impact)
19
Refs
0.94
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Brain Tumor Detection and Classification
Life Sciences →  Neuroscience →  Neurology
Advanced MRI Techniques and Applications
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging

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