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Reference TypeConference Proceedings
Identifier8JMKD3MGPBW34M/3D7KAFH
Repositorysid.inpe.br/sibgrapi/2012/12.14.13.28
Metadatasid.inpe.br/sibgrapi/2012/12.14.13.28.15
Sitesibgrapi.sid.inpe.br
ISBN978-85-7669-271-3
Citation KeyFrerySant:1993:NoRoFi
Author1 Frery, Alejandro César
2 Sant’Anna, Sidnei J. S.
Affiliation1 Divisão de Processamento de Imagens do Instituto Nacional de Pesquisas Espaciais (INPE)
2 Divisão de Processamento de Imagens do Instituto Nacional de Pesquisas Espaciais (INPE)
TitleNon-adaptive robust filters for speckle noise reduction
Conference NameSimpósio Brasileiro de Computação Gráfica e Processamento de Imagens, 6 (SIBGRAPI)
Year1993
EditorFigueiredo, Luiz Henrique de
Gomes, Jonas de Miranda
Volume1
Book TitleAnais
Date19 - 22 out. 1993
Publisher CityPorto Alegre
PublisherSociedade Brasileira de Computação
Conference LocationRecife
Keywordsestimation, filtering, maximum likelihood, multiplicative models, order statistics, robustness, speckle, statistics, synthetic aperture radar.
AbstractAfter briefly reviewing some classical filters for speckle removal, five filters with characteristics of robustness, suitable for speckle noise reduction, are derived and implemented. These filters are the ones based on the trimmed maximum likelihood and moments estimators, the ones based on the median, on the inter-quartile range and on the median absolute deviation. Assuming that observations within a synthetic aperture radar image are outcomes of independent Rayleigh random variables, these filters exhibit a good performance from both the signal-to-noise reduction and from the edge preserving criteria. The problem of filtering in an image is posed as an estimation problem.
Pages165-174
Languageen
TypeProcessamento de Imagens II
Tertiary TypeArtigo
FormatImpresso, On-line.
Size7913 KiB
Number of Files1
Target File20 Non adaptive robust filters for speckle noise reduction.pdf
Last Update2013:01.03.15.59.47 sid.inpe.br/banon/2001/03.30.15.38 cintiagraziele.silva@gmail.com
Metadata Last Update2013:01.03.15.59.47 sid.inpe.br/banon/2001/03.30.15.38 cintiagraziele.silva@gmail.com {D 1993}
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History2012-12-14 13:28:15 :: cintiagraziele.silva@gmail.com -> administrator ::
2013-01-03 01:24:53 :: administrator -> cintiagraziele.silva@gmail.com :: 1993
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