@InProceedings{VieiraYanaFrerSant:1996:SiAnCl,
author = "Vieira, Pedro Ronalt and Yanasse, Corina da Costa Freitas and
Frery, Alejandro Cesar Orgambide and Sant'Anna, Sidnei Jo{\~a}o
Siqueira",
title = "Um sistema de analise e classificacao estatisticas para imagens
SAR",
year = "1996",
pages = "179--185",
organization = "Latin-American Seminar on Radar Sensing, 1.",
keywords = "Synthetic Aperture Radar (SAR), classification.",
abstract = "The objective of this paper is to present an integrated system for
Synthetic Aperture Radar (SAR)data processing, classification and
analysis, based on the statistical properties of SAR data. The
classification is performed using the Maximum Likelihood
(MaxVer)classifier and the Iterated Conditional Modes
(ICM)contextual classifier. The system showed to be very efficient
for the classification of images from two different sensors. The
classification results indicate that a more precise classification
is achieved using the distributions which are suitable for SAR
data, when compared with classical methods that use Gaussian
distributions. It is also shown that the ICM classifications
present results that are usually twice higher than those obtained
using the MaxVer method.",
conference-location = "Buenos Aires, AR",
conference-year = "2-4 dec. 1996",
label = "7877",
language = "pt",
organisation = "CONAE/INPE/ESA/SELPER/CIDA/DI-UFPe",
targetfile = "Comut 018743.pdf",
volume = "ESA SP-407",
urlaccessdate = "04 maio 2024"
}