Title :
A dynamical model to classify the content of multitemporal images employing distributed computing techniques
Author :
Villalon-Turrubiates, Ivan E.
Author_Institution :
Instituto Tecnológico y de Estudos Superiores de Occidente (ITESO), Universidad Jesuita de Guadalajara, Periférico Sur Manuel Gómez Morín 8585, 45604 Tlaquepaque Jalisco México
Abstract :
An intelligent post-processing paradigm based on the use of a dynamical filtering technique modified to enhance the reconstruction quality of remote sensing indexes using multitemporal images and distributed computing techniques is proposed. As a matter of particular study, a robust algorithm is reported for the analysis of the dynamic behavior of geophysical signatures extracted from remotely sensed scenes. The simulation results prove the efficiency of the proposed technique along with the computational implementation based on a big-data framework using distributed processing.
Keywords :
Computational modeling; Data models; Filtering; Image reconstruction; Mathematical model; Remote sensing; Stochastic processes; Distributed Computing; Geodynamics; Multispectral Imaging; Remote Sensing;
Conference_Titel :
Analysis of Multitemporal Remote Sensing Images (Multi-Temp), 2015 8th International Workshop on the
Conference_Location :
Annecy, France
DOI :
10.1109/Multi-Temp.2015.7245767