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  1. 1 Schedae Informaticae

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  1. 1 2015

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  1. 1 Tomczyk A.

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Potential Contour Ensembles

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Tomczyk A.
Schedae Informaticae
|
2015
|
vol. 24
PL
In the paper a contour ensemble image segmentation concept is presented. It bases on the previously observed relationship between contours and classifiers. Because of the specificity of the active contour segmentation the method requires a special procedure to obtain ensemble members with desired properties. In this work it is achieved by early stopping of randomized optimization algorithm. The results of the method are illustrated with a practical problem of heart ventricle segmentation by means of active potential contours. Automatically found contours may be of use in a process of pulmonary embolism diagnosis.
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