Robust nonlinear filtration of sequences of images distorted by noise (Q1878782)
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scientific article; zbMATH DE number 2099593
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Robust nonlinear filtration of sequences of images distorted by noise |
scientific article; zbMATH DE number 2099593 |
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Robust nonlinear filtration of sequences of images distorted by noise (English)
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8 September 2004
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The idea is to combine the application of rank statistics and M-evaluations (generalized maximum likelihood evaluations) for the construction of robust nonlinear filtering algorithms of either separate images or a sequence of video images. The proposed cascade RM-filter includes two MMKNN filters, which suppress pulse noises and preserve fine details of an image, and an M-filter, which suppresses multiplicative distortions.
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image processing
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filtration
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algorithms
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rank statistics
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M-evaluations
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video images
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maximum likelihood
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