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- W1577427408 abstract "In this paper, we propose the structure of a two-dimensional adaptive digital filter for cancellation of white Gaussian noise in images, and edge preservation. This structure is composed of three parts. We use a two-dimensional filtering algorithm to avoid disturbance due to one-dimensional filtering, a neural network to update the filter coefficients, and a variable-size filtering window to preserve edges. Experimental results show that a filter with the proposed two-dimensional structure cancels the white Gaussian noise and preserves the edges of the image better than those filters based on a one-dimensional filtering algorithm or one that does not consider the edges." @default.
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- W1577427408 date "2003-10-01" @default.
- W1577427408 modified "2023-09-26" @default.
- W1577427408 title "A 2-D filtering structure with neural networks for Gaussian noise cancellation and edge preservation in images" @default.
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- W1577427408 doi "https://doi.org/10.1109/mwscas.2002.1186970" @default.
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