Name
Title | ||
|---|---|---|
Cellular automata applied in remote sensing to implement contextual Pseudo-fuzzy classification |
Abstract | ||
|---|---|---|
Nowadays, remote sensing is used in many environmental applications, helping to solve and improve the social problems derived from them. Examples of remotely sensed applications include soil quality studies, water resources searching, environmental protection or meteorology simulations. The classification algorithms are one of the most important techniques used in remote sensing that help developers to interpret the information contained in the satellite images. At present, there are several classification processes, i.e., maximum likelihood, paralelepiped or minimum distance classifier. In this paper we investigate a new satellite image classification Algorithm based on Cellular Automata (ACA), a technique usually used by researchers on complex systems. There are not previous works related to satellite image classification with cellular automata. This new kind of satellite image classifier, that improves the results obtained by classical algorithms in several aspects, has been validated and experimented in the SOLERES framework. |
Year | DOI | Venue |
|---|---|---|
2010 | 10.1007/978-3-642-15979-4_33 | ACRI |
Keywords | Field | DocType |
new kind,minimum distance classifier,cellular automaton,satellite image,new satellite image classification,satellite image classification,classification algorithm,classification process,environmental application,satellite image classifier,environmental protection,contextual pseudo-fuzzy classification,remote sensing,social problems,maximum likelihood,cellular automata,fuzzy classification,complex system | Complex system,Data mining,Cellular automaton,Fuzzy classification,Computer science,Remote sensing,Maximum likelihood,Artificial intelligence,Classifier (linguistics),Satellite,Statistical classification,Machine learning,Satellite image | Conference |
Volume | ISSN | ISBN |
6350 | 0302-9743 | 3-642-15978-8 |
Citations | PageRank | References |
1 | 0.36 | 6 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Moises Espinola | 1 | 13 | 3.07 |
| Rosa Ayala | 2 | 30 | 5.62 |
| Saturnino Leguizam ón | 3 | 7 | 2.21 |
| Luis Iribarne | 4 | 242 | 38.54 |
| Massimo Menenti | 5 | 116 | 30.77 |