@InProceedings{ReisTorSanFreDut:2014:EvSAFi,
author = "Reis, Mariane Souza and Torres, Leonardo Jos{\'e} Ten{\'o}rio
Mour{\~a}o and Sant'Anna, Sidnei Jo{\~a}o de Siqueira and
Freitas, Corina da Costa and Dutra, Luciano Vieira",
affiliation = "{Instituto Nacional de Pesquisas Espaciais (INPE)} and {Instituto
Nacional de Pesquisas Espaciais (INPE)} and {Instituto Nacional de
Pesquisas Espaciais (INPE)} and {Instituto Nacional de Pesquisas
Espaciais (INPE)} and {Instituto Nacional de Pesquisas Espaciais
(INPE)}",
title = "Evaluation of SAR-SDNLM filter for change detection
classification",
booktitle = "Proceedings...",
year = "2014",
pages = "2042--2045",
organization = "International Geoscience and Remote Sensing Symposium, (IGARSS).",
publisher = "IEEE",
address = "New York",
keywords = "Change Detection, Land Cover Classification, SAR data, Speckle
reduction.",
abstract = "This study evaluates the usage of Stochastic Distances Nonlocal
Means (SDNLM) speckle filter in an image from Brazilian Amazon.
The objective is to evaluate whether the noise reduction improves
land cover and change classification. Results obtained from
filtered images were compared with those obtained from unfiltered
images and images filtered using Gamma Map. Results shows that,
when using region based Bhathacharyya Minimum Distance Classifier,
land cover and change classification using both speckle filters
has accuracy values statistically equal. Analyzing the filtered
images themselves, SDNLM obtained better results in terms of
visual quality and edges preservation.",
conference-location = "Quebec City",
conference-year = "13-18 July 2014",
doi = "10.1109/IGARSS.2014.6946865",
url = "http://dx.doi.org/10.1109/IGARSS.2014.6946865",
isbn = "9781479957750",
label = "lattes: 9840759640842299 5 ReisTorSanFreDut:2014:EvSAFi",
language = "en",
targetfile = "06946865mariane.pdf",
url = "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=\&arnumber=6946865\&refinements%3D4294967269%2C4291944822%2C4291944246%2C4291944245%26ranges%3D2013_2015_p_Publication_Year%26matchBoolean%3Dtrue%26searchField%3DSearch_All%26queryText%3D%28p_Authors",
urlaccessdate = "25 abr. 2024"
}