Decision based expanding window unsymmetrical trimmed median filter using last processed pixels high density salt & pepper noise removal using median filter using multiple scanning
نویسنده
چکیده
A new technique of image filtering, for the images corrupted by high density salt & pepper noise, is presented in this paper. Proposed algorithm makes a decision about the noisy or noise free pixel for its further processing. Then it selects a window and chooses the noise free neighbors from this window for median calculation. And if sufficient numbers of noise free pixels ar not found it expands the window for further processing. And if in the first phase of the algorithm it does not find the sufficient number of pixels for median calculation then it does not process it and in the next phase it uses the concept of last processed pixels for the median calculation. The algorithm is tested for many standard and non standard images and found its performance better than the existing techniques of filtering in terms of PSNR, SSIM and IQI.
منابع مشابه
Salt and Pepper Noise Removal using Pixon-based Segmentation and Adaptive Median Filter
Removing salt and pepper noise is an active research area in image processing. In this paper, a two-phase method is proposed for removing salt and pepper noise while preserving edges and fine details. In the first phase, noise candidate pixels are detected which are likely to be contaminated by noise. In the second phase, only noise candidate pixels are restored using adaptive median filter. In...
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متن کاملAn Efficient Additive White Median Filtering for Removal of Salt and Pepper Noise based on Images
Several researchers are concentrated on cancellation of salt and pepper noise from the two-dimensional signals like digital images and uses several filters like mean filter, median filter, trimmed median filter etc. , for removal of noise. A novel approach has been implemented using a filter so called Additive White Median Filter (AWMF) for filtering the two-dimensional signal which uses a sche...
متن کاملAn Efficient Additive White Median Filtering for Removal of Salt and Pepper Noise based on Images
Several researchers are concentrated on cancellation of salt and pepper noise from the two-dimensional signals like digital images and uses several filters like mean filter, median filter, trimmed median filter etc. , for removal of noise. A novel approach has been implemented using a filter so called Additive White Median Filter (AWMF) for filtering the two-dimensional signal which uses a sche...
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تاریخ انتشار 2015