FUZZY SEGMENTATION OF MASSES IN DIGITAL BREAST TOMOSYNTHESIS IMAGES BASED ON DYNAMIC PROGRAMMING

Louis Apffel, Giovanni Palma, Serge Muller, Isabelle Bloch

Abstract

In this paper we propose a new fuzzy segmentation method to segment lesions in Digital Breast Tomosynthesis (DBT) datasets. In the proposed approach we model a contour as a path in the image. The optimal contour is defined as the path associated with a minimal cost, which is derived from the image content. Using this formalism we present several ways to alter this cost in order to extract several relevant contours from a single image. The set of contours is then used in the fuzzy contour framework to perform mass detection. The method has been tested on synthetic data as well as images containing lesions and provides promising results.

References

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Paper Citation


in Harvard Style

Apffel L., Palma G., Muller S. and Bloch I. (2010). FUZZY SEGMENTATION OF MASSES IN DIGITAL BREAST TOMOSYNTHESIS IMAGES BASED ON DYNAMIC PROGRAMMING . In Proceedings of the International Conference on Imaging Theory and Applications and International Conference on Information Visualization Theory and Applications - Volume 1: IMAGAPP, (VISIGRAPP 2010) ISBN 978-989-674-027-6, pages 7-13. DOI: 10.5220/0002826300070013


in Bibtex Style

@conference{imagapp10,
author={Louis Apffel and Giovanni Palma and Serge Muller and Isabelle Bloch},
title={FUZZY SEGMENTATION OF MASSES IN DIGITAL BREAST TOMOSYNTHESIS IMAGES BASED ON DYNAMIC PROGRAMMING},
booktitle={Proceedings of the International Conference on Imaging Theory and Applications and International Conference on Information Visualization Theory and Applications - Volume 1: IMAGAPP, (VISIGRAPP 2010)},
year={2010},
pages={7-13},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002826300070013},
isbn={978-989-674-027-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Imaging Theory and Applications and International Conference on Information Visualization Theory and Applications - Volume 1: IMAGAPP, (VISIGRAPP 2010)
TI - FUZZY SEGMENTATION OF MASSES IN DIGITAL BREAST TOMOSYNTHESIS IMAGES BASED ON DYNAMIC PROGRAMMING
SN - 978-989-674-027-6
AU - Apffel L.
AU - Palma G.
AU - Muller S.
AU - Bloch I.
PY - 2010
SP - 7
EP - 13
DO - 10.5220/0002826300070013