Two-Dimensional - Three Dimensional Correspondence in Mammography

Marti, R., Zwiggelaar, R., Rubin, C. M. E. and Denton, E. R. E (2004) Two-Dimensional - Three Dimensional Correspondence in Mammography. Cybernetics and Systems, 35 (1). pp. 85-105. ISSN 0196-9722

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Abstract

We present a framework for the registration and correspondence of magnetic resonance (MR) (three-dimensional data, 3D, data) and x-ray (two-dimensional data, 2D, data) mammographic images. The robustness of this work relies on the development of a novel method to establish nonlinear correspondence between modalities of different dimensionality, which also represent different physical tissue aspects. The correspondence is based on a 2D-2D matching process, which takes into account features from internal linear structures from both images and a measure of global similarity between modalities (Martiacute et al., International Journal of Pattern Recognition and Artificial Intelligence, vol. 16, no. 3, pp. 331-340, 2002). The 2D-3D correspondence relies on an intermediate step, which establishes registration between the 2D x-ray image and a projection of the 3D MR data. Initial quantitative and qualitative evaluation results, based on a small data set, are presented that show the validity of the developed approach.

Item Type: Article
Faculty \ School: Faculty of Science > School of Computing Sciences
Related URLs:
Depositing User: Vishal Gautam
Date Deposited: 13 Jun 2011 08:26
Last Modified: 24 Jul 2019 16:44
URI: https://ueaeprints.uea.ac.uk/id/eprint/21790
DOI: 10.1080/019697204902446858

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