A REVIEW ON THE CURRENT SEGMENTATION ALGORITHMS FOR MEDICAL IMAGES

Zhen Ma; João Manuel R. S. Tavares; R. M. Natal Jorge

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Paper

A REVIEW ON THE CURRENT SEGMENTATION ALGORITHMS FOR MEDICAL IMAGES

Topics: Medical Imaging (Radiology, Magnetic Resonance, Ultrasound, Brain Mapping)

In Proceedings of the First International Conference on Computer Imaging Theory and Applications - Volume 0VISIGRAPP, 135-140, 2009 , Lisboa, Portugal

Authors: Zhen Ma ; João Manuel R. S. Tavares and R. M. Natal Jorge

Affiliation: Faculty of Engineering, University of Porto, Portugal

Keyword(s): dical Image Segmentation, Algorithm Review, Pelvic Cavity.

Related Ontology Subjects/Areas/Topics: Applications ; Medical Imaging ; Pattern Recognition ; Software Engineering

Abstract: This paper makes a review on the current segmentation algorithms used for medical images. Algorithms are divided into three categories according to their main ideas: the ones based on threshold, the ones based on pattern recognition techniques and the ones based on deformable models. The main tendency of each category with their principle ideas, application field, advantages and disadvantages are discussed. For each considered type some typical algorithms are described. Algorithms of the third category are mainly focused because of the intensive investigation on deformable models in the recent years. Possible applications of these algorithms on segmenting organs and tissues contained in the pelvic cavity are also discussed through several preliminary experiments.

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Paper citation in several formats:

Ma, Z.; R. S. Tavares, J. and Natal Jorge, R. (2009). A REVIEW ON THE CURRENT SEGMENTATION ALGORITHMS FOR MEDICAL IMAGES. In Proceedings of the First International Conference on Computer Imaging Theory and Applications (VISIGRAPP 2009) - IMAGAPP; ISBN 978-989-8111-68-5, SciTePress, pages 135-140. DOI: 10.5220/0001793501350140

@conference{imagapp09,
author={Zhen Ma. and João Manuel {R. S. Tavares}. and R. M. {Natal Jorge}.},
title={A REVIEW ON THE CURRENT SEGMENTATION ALGORITHMS FOR MEDICAL IMAGES},
booktitle={Proceedings of the First International Conference on Computer Imaging Theory and Applications (VISIGRAPP 2009) - IMAGAPP},
year={2009},
pages={135-140},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001793501350140},
isbn={978-989-8111-68-5},
}

TY - CONF

JO - Proceedings of the First International Conference on Computer Imaging Theory and Applications (VISIGRAPP 2009) - IMAGAPP
TI - A REVIEW ON THE CURRENT SEGMENTATION ALGORITHMS FOR MEDICAL IMAGES
SN - 978-989-8111-68-5
AU - Ma, Z.
AU - R. S. Tavares, J.
AU - Natal Jorge, R.
PY - 2009
SP - 135
EP - 140
DO - 10.5220/0001793501350140
PB - SciTePress