TY - JOUR
T1 - Two-Dimensional–Three-Dimensional Correspondence in Mammography
AU - Rubin, C. M. E.
AU - Marti, R.
AU - Denton, Erika R. E.
AU - Zwiggelaar, Reyer
N1 - R. Marti, C. Rubin, E. Denton and R. Zwiggelaar, '2D-3D correspondence in mammography', Cybernetics and Systems 35 (1), 85-105 (2004)
PY - 2004
Y1 - 2004
N2 - 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 (Martí 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.
AB - 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 (Martí 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.
U2 - 10.1080/019697204902446858
DO - 10.1080/019697204902446858
M3 - Article
SN - 0196-9722
VL - 35
SP - 85
EP - 105
JO - Cybernetics and Systems
JF - Cybernetics and Systems
IS - 1
ER -