WSEAS Transactions on Signal Processing
Print ISSN: 1790-5052, E-ISSN: 2224-3488
Volume 16, 2020
Active Contours with Term of Smoothing: Application in Medical Imaging
Author:
Abstract: The segmentation of images is to group the different pixels of the image into classes, each class grouping similar pixels in the sense of a given criteria. The segmentation of images is, in general, very difficult to achieve because the natural images are various, complex and the way of perceiving them varies according to the individuals. Because of this difficulty, several approaches have been proposed. The approach addressed in this article is the technique of active contours. We focus on implicit active contours; we propose an improvement for the model of Chan&Vese. The application of our method on medical images shown they can be a tool for the image segmentation, and thus provide an aid to diagnosis for the practitioner.
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Pages: 108-117
DOI: 10.37394/232014.2020.16.13