@InProceedings{FreryCorrFrei:2006:MuFuPo,
author = "Frery, Alejandro Cesar and Correia, A. H. and Freitas, Corina da
Costa",
affiliation = "{Instituto de Computac{\~a}o. Universidade Federal de Algoas} and
{Instituto Nacional de Pesquisas Espaciais. Divis{\~a}o de
Processamento de Imagens} and {Instituto Nacional de Pesquisas
Espaciais. Divis{\~a}o de Processamento de Imagens}",
title = "Multifrequency Full Polarimetric SAR Classification with Multiple
Sources of Statistical Evidence",
booktitle = "Proceedings...",
year = "2006",
organization = "International Geoscience and Remote Sensing Symposium (IGARSS);
Canadian Symposium on Remote Sensing, 28.",
publisher = "IEEE",
keywords = "SAR.",
abstract = "This paper analyses the information content of several statistical
sources for the classification of multilook fully polarimetric SAR
data. The information is modeled and used in the form of
statistical models, and describes context (using the Potts model)
and observations in polarimetric imagery. The data are described
using multivariate Gaussian laws and full multilook polarimetric
distributions arising from the multiplicative model. L band, C
band and both bands are used to assess the influence of
dimensionality on the classification. A new distribution for the
full multilook complex polarimetric matrix is used with excellent
results. Results show that both context and number of frequencies
contribute for better classification products, and that a careful
statistical description of the data leads to improved results.",
conference-location = "Denver",
conference-year = "31 July - 4 Aug.",
doi = "10.1109/IGARSS.2006.1076",
url = "http://dx.doi.org/10.1109/IGARSS.2006.1076",
language = "en",
targetfile = "05_25P01.pdf",
volume = "4195 - 4197",
urlaccessdate = "16 jun. 2024"
}