loading
Documents

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Miguel A. Vera 1 and Antonio J. Bravo 2

Affiliations: 1 Universidad de Los Andes–Táchira, Venezuela ; 2 Universidad Nacional Experimental del Táchira, Venezuela

ISBN: 978-972-8865-73-3

Keyword(s): Human heart, anatomical landmarks, left ventricle, patterns classification, support vectors machines.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Feature Extraction ; Features Extraction ; Image and Video Analysis ; Informatics in Control, Automation and Robotics ; Medical Image Analysis ; Signal Processing, Sensors, Systems Modeling and Control

Abstract: This paper introduces an approach for efficient myocardial landmarks detection in angiograms. Several anatomical landmarks located on the left ventricle are obtained by mean of a support vector machine. Training set corresponds a dataset of landmark and non-landmark 31×31 pixel patterns. Our support vector machine uses the structural risk minimization principle as inference rule and radial basis function kernel. In the training phase false positives were not registered and in the detection phase 100% of recognition was obtained.

PDF ImageFull Text

Download
Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 54.234.208.87

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
A. Vera M.; J. Bravo A. and (2007). LEFT VENTRICLE IMAGE LANDMARKS EXTRACTION USING SUPPORT VECTOR MACHINES.In Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, ISBN 978-972-8865-73-3, pages 339-343. DOI: 10.5220/0002059503390343

@conference{visapp07,
author={Miguel {A. Vera} and Antonio {J. Bravo}},
title={LEFT VENTRICLE IMAGE LANDMARKS EXTRACTION USING SUPPORT VECTOR MACHINES},
booktitle={Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP,},
year={2007},
pages={339-343},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002059503390343},
isbn={978-972-8865-73-3},
}

TY - CONF

JO - Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP,
TI - LEFT VENTRICLE IMAGE LANDMARKS EXTRACTION USING SUPPORT VECTOR MACHINES
SN - 978-972-8865-73-3
AU - A. Vera, M.
AU - J. Bravo, A.
PY - 2007
SP - 339
EP - 343
DO - 10.5220/0002059503390343

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.