Two-dimensional - three dimensional correspondence in mammography

Marti, Robert, Zwiggelaar, Reyer, Rubin, Caroline M. E. and Denton, Erika 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
Depositing User:	Vishal Gautam
Date Deposited:	13 Jun 2011 08:26
Last Modified:	16 Jan 2024 01:23
URI:	https://ueaeprints.uea.ac.uk/id/eprint/21790
DOI:	10.1080/019697204902446858

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