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Influence of Noise Distribution on Active Contour Models: Medical Images Segmentation

Abstract : The segmentation methods by active contour models have been widely used in recent years and have given great satisfaction in different applications. However, for a given application, the choice of appropriate model is difficult to define. In this study we review the active contour models and we propose a robustness quantification of these models through different noise distributions. Robustness is evaluated on various images.
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https://hal.archives-ouvertes.fr/hal-00646852
Contributor : Frédéric Davesne <>
Submitted on : Wednesday, November 30, 2011 - 6:58:13 PM
Last modification on : Tuesday, June 30, 2020 - 11:56:08 AM

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M. Debakla, Khalifa Djemal, Mohamed Benyettou. Influence of Noise Distribution on Active Contour Models: Medical Images Segmentation. Asian Journal of Applied Sciences, 2011, 4 (2), pp.101--111. ⟨10.3923/ajaps.2011.101.111⟩. ⟨hal-00646852⟩

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