Image processing through reaction combined with nonlinear diffusion

Author:

Cottet G.-H.,Germain L.

Abstract

We propose a method based on nonlinear diffusion and reaction for edge detection and contrast enhancement in image processing. We prove that the mathematical model is well posed and show numerically that the processed image can be observed on the asymptotic state of its solution. We illustrate the methods on test images and show on medical images how it can help to draw contours and detect one-dimensional coherent signals.

Publisher

American Mathematical Society (AMS)

Subject

Applied Mathematics,Computational Mathematics,Algebra and Number Theory

Reference8 articles.

1. Image selective smoothing and edge detection by nonlinear diffusion. II;Alvarez, Luis;SIAM J. Numer. Anal.,1992

2. F. Berthomier, O. François, D. Francillard, T. Coll, P. Cinquin, I. Marque, and J. Demongeot, Asymptotic behavior of neural networks and image processing, Self-Organization, Emerging Properties and Learning (A. Babloyantz, ed.), Plenum Press, NATO Series, New York, 1991, pp. 219-230.

3. Modèles de réaction-diffusion pour des réseaux de neurones stochastiques et déterministes;Cottet, Georges-Henri;C. R. Acad. Sci. Paris S\'{e}r. I Math.,1991

4. O. François, Systèmes de spins synchronisés, modèles de Hopfield stochastiques, Thesis, Université Joseph Fourier, Grenoble, 1992.

5. T. Kurosawa, H. Tsuchiya, Y. Maruyama, H. Ohtsuka, and K. Nakazato, A new bi-level reproduction of continuous tone images, Proc. 2nd Internat. Conf. Image Processing and its Applications, IEE Publ., London, 1986, pp. 82-86.

Cited by 96 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

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3