Adaptive multichannel non-parametric median M-type K-nearest neighbour (AMN-MMKNN) filter to remove impulsive noise from colour images

V. Ponomaryov; F. Gallegos-Funes; A. Rosales-Silva

doi:10.1049/el:20040547

Adaptive multichannel non-parametric median M-type K-nearest neighbour (AMN-MMKNN) filter to remove impulsive noise from colour images

V. Ponomaryov, F. Gallegos-Funes, A. Rosales-Silva

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

Abstract

An adaptive multichannel non-parametric median M-type K-nearest neighbour filter to remove impulsive noise from colour images is presented. This filter uses the VMMKNN algorithm combined with an adaptive non-parametric one. Simulation results indicate that the proposed filter has better restoration performance in comparison with other known colour image filters.

Original language	English
Pages (from-to)	796-798
Number of pages	3
Journal	Electronics Letters
Volume	40
Issue number	13
DOIs	https://doi.org/10.1049/el:20040547
State	Published - 24 Jun 2004

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abstract = "An adaptive multichannel non-parametric median M-type K-nearest neighbour filter to remove impulsive noise from colour images is presented. This filter uses the VMMKNN algorithm combined with an adaptive non-parametric one. Simulation results indicate that the proposed filter has better restoration performance in comparison with other known colour image filters.",

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AU - Rosales-Silva, A.

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AB - An adaptive multichannel non-parametric median M-type K-nearest neighbour filter to remove impulsive noise from colour images is presented. This filter uses the VMMKNN algorithm combined with an adaptive non-parametric one. Simulation results indicate that the proposed filter has better restoration performance in comparison with other known colour image filters.

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Adaptive multichannel non-parametric median M-type K-nearest neighbour (AMN-MMKNN) filter to remove impulsive noise from colour images

Abstract

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