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Uchenyye zapiski UlGU. Seriya "Matematika i informatsionnyye tekhnologii", 2023, Issue 1, Pages 19–27
(Mi ulsu159)
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Image filtering based on discrete cosine transform using robust indicators of non-Gaussian distributions
N. A. Dementev, A. A. Butov Ulyanovsk State University, Russia
Abstract:
The paper considers a filter for images based on a discrete cosine transform using a robust indicator of non-Gaussian distributions. An algorithm is presented that varies its parameters depending on the area under study, decreasing the threshold value in the vicinity of the boundaries of objects. The proposed method allows you to effectively deal with noise in the image and preserve the boundaries of objects.
Keywords:
discrete cosine transform, robust kurtosis estimation, image filtering.
Received: 19.12.2022 Revised: 07.02.2023
Citation:
N. A. Dementev, A. A. Butov, “Image filtering based on discrete cosine transform using robust indicators of non-Gaussian distributions”, Uchenyye zapiski UlGU. Seriya “Matematika i informatsionnyye tekhnologii”, 2023, no. 1, 19–27
Linking options:
https://www.mathnet.ru/eng/ulsu159 https://www.mathnet.ru/eng/ulsu/y2023/i1/p19
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Statistics & downloads: |
Abstract page: | 53 | Full-text PDF : | 23 | References: | 18 |
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