@InProceedings{FreryYanVieSanRen:1997:UsSySy,
author = "Frery, Alejandro C. and Yanasse, Corina da C. F. and Vieira, Pedro
R. and Santanna, Sidnei J. S. and Renno, Camilo D.",
title = "A user-friendly system for synthetic aperture radar image
classification based on grayscale distributional properties and
context",
booktitle = "Proceedings...",
year = "1997",
editor = "Figueiredo, Luiz Henrique de and Netto, Marcio Lobo",
pages = "211--218",
organization = "Brazilian Symposium on Computer Graphics and Image Processing, 10.
(SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
note = "The conference was held in Campos de Jord{\~a}o, SP, Brazil, from
October 13 to 16.",
keywords = "classification, image, interface, radar, sar, speckle, system.",
abstract = "The purpose of this paper is to present a system for the analysis
and classification of Synthetic Aperture Radar (SAR) images. This
system, unlike most of its competitors, allows a careful modeling
of the statistical properties of the data beyond the usual
Gaussian hypothesis. The modeling tools include basic descriptive
measures and the choice of suited distributions, through
goodness-of-fit tests, to model the data. The classification tools
offer the choice between pointwise and contextual (Markovian)
techniques, and the quantitative assessment of the quality of the
results. The system is goal-driven, and its interfaces are solely
based on pull-down menus; the user is prompted with the correct
sequence of operations, whenever an invalid option is invoked. An
example of the use of this system for the classification of a SAR
image is presented.",
conference-location = "Campos de Jord{\~a}o, SP, Brazil",
conference-year = "Oct. 1997",
language = "en",
organisation = "SBC - Sociedade Brasileira de Computa{\c{c}}{\~a}o; USP -
Universidade de S{\~a}o Paulo",
ibi = "83LX3pFwXQZW44Lb/czEBy",
url = "http://urlib.net/ibi/83LX3pFwXQZW44Lb/czEBy",
targetfile = "art06.pdf",
urlaccessdate = "2024, May 03"
}