Name
Title | ||
|---|---|---|
Comparison and combination of multiband classifiers for landsat urban land cover mapping |
Abstract | ||
|---|---|---|
In this paper we provide a first assessment of the characterization of an urban and suburban area using, Landsat multispectral data. We first analyze classification algorithms, in particular the spectral angle mapper and the fuzzy ARTMAP neural networks, may help in recognizing the classes of urban land cover. Then, we try and combine he classification maps using and comparing different existing approaches, like majority voting and opinion pools, and proposing a new one, named best partial accuracy combination. |
Year | DOI | Venue |
|---|---|---|
2005 | 10.1109/IGARSS.2005.1525655 | Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. Proceedings. 2005 IEEE International |
Keywords | Field | DocType |
image sensors,satellites,remote sensing,neural network,image resolution,majority voting,spatial resolution,image analysis | Computer vision,Satellite,Image sensor,Computer science,Remote sensing,Artificial intelligence,Image resolution,Land cover | Conference |
Volume | ISSN | ISBN |
4 | 2153-6996 | 0-7803-9050-4 |
Citations | PageRank | References |
2 | 0.58 | 3 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Gianni Lisini | 1 | 207 | 21.99 |
| Fabio Dell'Acqua | 2 | 478 | 57.84 |
| Giovanna Trianni | 3 | 90 | 10.92 |
| P. Gamba | 4 | 313 | 31.71 |