Title :
Dynamical post-processing of environmental electronic maps extracted from large scale remote sensing imagery
Author :
Villalon-Turrubiates, Ivan E. ; Shkvarko, Yuriy
Author_Institution :
CINVESTAV, Zapopan
Abstract :
A new intelligent computational paradigm based on the use of dynamical filtering techniques modified to enhance the quality of reconstruction of physical characteristics of environmental electronic maps extracted from the large scale remote sensing imagery is proposed. A robust Kalman filter- based algorithm is developed for the analysis of the dynamic behavior of hydrological indexes extracted from the real-world remotely sensed scenes. The simulation results verify the efficiency of the proposed approach as required for decision support in environmental resources management.
Keywords :
Kalman filters; geophysical techniques; geophysics computing; image reconstruction; remote sensing; Kalman filter; dynamical filtering; dynamical post processing; environmental electronic maps; hydrological indexes; remote sensing imagery; Algorithm design and analysis; Computational intelligence; Filtering; Image reconstruction; Kalman filters; Large-scale systems; Layout; Physics computing; Remote sensing; Robustness; classification; decision support; dynamic filtration; environmental resource management; remote sensing;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-1211-2
Electronic_ISBN :
978-1-4244-1212-9
DOI :
10.1109/IGARSS.2007.4423089