کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
446997 1443200 2011 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Efficient impulse noise detection method with ANFIS for accurate image restoration
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
پیش نمایش صفحه اول مقاله
Efficient impulse noise detection method with ANFIS for accurate image restoration
چکیده انگلیسی

This paper proposes a novel adaptive neuro-fuzzy inference system (ANFIS) based impulse detection method for the restoration of images corrupted by impulse noise (IN). After the corrupted pixels detected by proposed detector, the Median filtering is performed for only these pixels. The performance of the proposed neuro-fuzzy detector based median filter (NFDMF) is evaluated on different test images and compared with 14 different comparison filters from the literature. Experimental results show that the proposed filter shows better performance than the comparison filters in the cases of being effective in noise suppression and detail preservation, especially when the noise ratio is very high.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: AEU - International Journal of Electronics and Communications - Volume 65, Issue 2, February 2011, Pages 132–139
نویسندگان
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