@InProceedings{KhoiriahDanoFard:2012:LaUsCl,
author = "Khoiriah, Isti Fadatul and Danoedoro, Projo and Farda, Nur
Muhammad",
title = "Land use classification accuracies comparison based on ASTER/VNIR
data and ASTER/VNIR-PALSAR image fusion",
booktitle = "Proceedings...",
year = "2012",
editor = "Feitosa, Raul Queiroz and Costa, Gilson Alexandre Ostwald Pedro da
and Almeida, Cl{\'a}udia Maria de and Fonseca, Leila Maria Garcia
and Kux, Hermann Johann Heinrich",
pages = "84--88",
organization = "International Conference on Geographic Object-Based Image
Analysis, 4. (GEOBIA).",
publisher = "Instituto Nacional de Pesquisas Espaciais (INPE)",
address = "S{\~a}o Jos{\'e} dos Campos",
keywords = "Remote Sensing Imagery, Image Fusion, Multi sensor, Multi
resolution, Discrete Wavelet Transform.",
abstract = "Nowadays, the abundance of remote sensing data requires
synergistic development of methods for information extraction, in
order to maximize the potential uses for various mapping purposes.
Image fusion techniques are an alternative to the conventional
uses of individual remote sensing data, because these methods can
create new data that combine advantages from the input images in
one hand, and minimize their weaknesses. This study tried to
compare the quality of fused image, which was built using ASTER
VNIR (optical) and ALOS PALSAR (radar) images, and the original
multispectral ASTER VNIR bands. The quality was assessed visually
and then was evaluated spectrally with respect to their ability to
generate land-use classes based on multispectral classification. A
Discrete Wavelet Transform (DWT) was used to combine the optical
and radar images, since it can maintain the spectral quality of
the combined image. It was found that for a cloud free area like
Yogyakarta, Indonesia, there was no significant difference in
classification accuracy between the fused and the original
(optical) images.",
conference-location = "Rio de Janeiro",
conference-year = "May 7-9, 2012",
isbn = "978-85-17-00059-1",
language = "en",
organisation = "Instituto Nacional de Pesquisas Espaciais (INPE)",
ibi = "8JMKD3MGP8W/3BSR5PP",
url = "http://urlib.net/ibi/8JMKD3MGP8W/3BSR5PP",
targetfile = "026.pdf",
type = "Accuracy Assessment",
urlaccessdate = "15 jun. 2024"
}