Active Contours with Term of Smoothing: Application in Medical Imaging

Author:

Dib Riad1

Affiliation:

1. Akli Mohand Oulhadj University, Bouira, Algeria

Abstract

The segmentation of images is to group the different pixels of the image into classes, each classgrouping similar pixels in the sense of a given criteria. The segmentation of images is, in general, verydifficult to achieve because the natural images are various, complex and the way of perceiving them variesaccording to the individuals. Because of this difficulty, several approaches have been proposed. Theapproach 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 medicalimages shown they can be a tool for the image segmentation, and thus provide an aid to diagnosis for thepractitioner.

Publisher

World Scientific and Engineering Academy and Society (WSEAS)

Subject

Computer Networks and Communications,Computer Vision and Pattern Recognition,Signal Processing,Software

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Robust Chaos-Based Medical Image Cryptosystem;WSEAS TRANSACTIONS ON COMMUNICATIONS;2022-07-02

2. Suitability of 3D printing materials for printing anthropomorphic phantoms: A simulation study;Journal of Physics: Conference Series;2022-01-01

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