The application of partial differential euqation in interferogram denoising

Jingfeng Liu*, Yanqiu Li, Ke Liu

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

The presence of noise in interferograms is unavoidable, it may be introduced in acquisition and transmission. These random distortions make it difficult to perform any required processing. Removing noise is often the first step in interferograms analysis. In recent yeas, partial differential equations(PDEs) method in image processing have received extensive concern, compared with traditional approaches such as median filter, average filter, low pass filter etc, PDEs method can not only remove noise but also keep much more details without blurring or changing the location of the edges. In this paper, a fourth-order partial differential equation was applied to optimize the trade-off between noise removal and edges preservation. The time evolution of these PDEs seeks to minimize a cost function which is an increasing function of the absolute value of the Laplacian of the image intensity function. Since the Laplacian of an image at a pixel is zero if the image is planar in its neighborhood, these PDEs attempt to remove noise and preserve edges by approximating an observed image with a piecewise planar image. piecewise planar images look more nature than step images which anisotropic diffusion (second order PDEs)uses to approximate an observed image. The simulation results make it clear that the fourth-order partial differential equatoin can effectively remove noise and preserve interferogram edges.

源语言英语
主期刊名International Symposium on Photoelectronic Detection and Imaging 2007 - Image Processing
DOI
出版状态已出版 - 2008
活动International Symposium on Photoelectronic Detection and Imaging 2007 - Image Processing - Beijing, 中国
期限: 9 9月 200712 9月 2007

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
6623
ISSN(印刷版)0277-786X

会议

会议International Symposium on Photoelectronic Detection and Imaging 2007 - Image Processing
国家/地区中国
Beijing
时期9/09/0712/09/07

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