@InProceedings{PennaMasc:2015:AnInSA,
author = "Penna, Pedro Augusto de Alag{\~a}o and Mascarenhas, Nelson
Delfino d'{\'A}vila",
affiliation = "{UFSCar - Universidade Federal de S{\~a}o Carlos} and {UFSCar -
Universidade Federal de S{\~a}o Carlos}",
title = "Analysis of Intensity SAR Images Despeckling Techniques with Two
New Methods Based On Stochastic Distances",
booktitle = "Proceedings...",
year = "2015",
editor = "Segundo, Maur{\'{\i}}cio Pamplona and Faria, Fabio Augusto",
organization = "Conference on Graphics, Patterns and Images, 28. (SIBGRAPI)",
publisher = "Sociedade Brasileira de Computa{\c{c}}{\~a}o",
address = "Porto Alegre",
keywords = "Intensity SAR, Speckle, Despeckling, Stochastic Distances, NLM
Filter, Inverse Gamma.",
abstract = "The search for new methods to denoise images while maintaining the
original resolution, structures and details is a constant task in
the image processing field. The additive white Gaussian noise
(AWGN) is the most studied, but it is not the only one which
interferes in the analysis and interpretation of images. The
speckle, a multiplicative noise, present in synthetic aperture
radar (SAR) images, is an example of noise that can not be removed
by an AWGN filter. Therefore, some researchers have been working
to expand an AWGN filter to deal with multiplicative noise. This
paper \footnote{This article is related to a M.Sc. dissertation.}
discusses and compares two new methods based on non-local means
filter (NLM) and the stochastic distances with other filters
proposed in the literature. The first method takes into account
the speckle and backscatter to estimate the parameters necessary
to compute the stochastic distances on NLM. The second method uses
the inverse Gamma distribution which facilitates the parameters
estimation.",
conference-location = "Salvador, BA, Brazil",
conference-year = "26-29 Aug. 2015",
language = "en",
ibi = "8JMKD3MGPBW34M/3JUJ62B",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3JUJ62B",
targetfile = "analysis.pdf",
urlaccessdate = "2024, Apr. 27"
}