文章基本信息

标题：Fuzzy Weighted Adaptive Linear Filter for Color Image Restoration Using Morphological Detectors
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作者：Anita Sahoo ; Dr. Manu Pratap Singh
期刊名称：International Journal on Computer Science and Engineering
印刷版ISSN：2229-5631
电子版ISSN：0975-3397
出版年度：2009
卷号：1
期号：3
页码：217-221
出版社：Engg Journals Publications
摘要：A novel scheme for restoration of color images is presented. The proposed scheme has two phases; in the first phase it detects the pixels corrupted with impulse noise by employing the tools of mathematical morphology and the degree of noisiness is labeled by a fuzzy membership function. Subsequent phase uses a linear weighted filter that attempts to reduce noise in an efficient manner. Experimental results indicate that the proposed scheme provides a better restoration performance than many state of the art filters used for the same. The scheme is capable of preserving color and image details, while suppressing impulse noise effectively.
关键词：Image Restoration; Impulse Noise; Morphological Operations; Fuzzy Functions; Adaptive Linear Filter; Images in RGB and Lu*v* color space.