DocumentCode
2140829
Title
Change-detection of land cover using fuzzy sets and remotely sensed data
Author
De Souza, FlÁvio J. ; Velloso, Maria Luiza F ; Fonseca, Oswaldo L H
Author_Institution
Dept. of Comput. Eng., Rio de Janeiro State Univ., Brazil
Volume
6
fYear
2002
fDate
2002
Firstpage
3381
Abstract
This work present a technique for computing land cover changes by using remotely sensed technologies and fuzzy modeling. In order to assess the effectiveness of this technique, we carried out experiments on two different data sets: one was a real multitemporal data set composed of two multispectral images acquired by the Thematic Mapper sensor of the Landsat 7 satellite of a region in Brazil under severe degradation process; the other was a synthetic data set generated to evaluate the robustness of the used technique against the use of noise.
Keywords
fuzzy set theory; geophysical signal processing; geophysical techniques; image processing; image sequences; neural nets; remote sensing; terrain mapping; Brazil; change detection; degradation; fuzzy logic; fuzzy model; fuzzy set; fuzzy sets; geophysical measurement technique; image processing; image sequence; land cover; land surface; multispectral image; multitemporal data set; neural net; remote sensing; terrain mapping; vegetation mapping; Degradation; Fuzzy logic; Fuzzy sets; Image analysis; Image sensors; Multispectral imaging; Noise generators; Noise robustness; Remote sensing; Satellites;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
Print_ISBN
0-7803-7536-X
Type
conf
DOI
10.1109/IGARSS.2002.1027189
Filename
1027189
Link To Document