Name
Abstract | ||
|---|---|---|
In this paper a sequential time-varying maximum likelihood classifier is applied on coarse resolution MODIS surface reflectance data. It is shown that good class separability can be obtained after considering only one year of data. Finally it is shown that after NDVI, band 2 has the highest separability of all the MODIS land bands, and band 6 has the lowest separability for the presented case study. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1109/IGARSS.2012.6352683 | Geoscience and Remote Sensing Symposium |
Keywords | Field | DocType |
geophysical image processing,image classification,image resolution,maximum likelihood estimation,radiometry,terrain mapping,MODIS land band,MODIS time series,NDVI,class separability,coarse resolution MODIS surface reflectance data,land cover classification,sequential classification,sequential time-varying maximum likelihood classifier,Land cover classification,MODIS,sequential,time series,time-varying maximum likelihood classifier | Pattern recognition,Computer science,Remote sensing,Maximum likelihood,Radiometry,Normalized Difference Vegetation Index,Maximum likelihood classifier,Artificial intelligence,Contextual image classification,Reflectivity,Class separability,Image resolution | Conference |
ISSN | ISBN | Citations |
2153-6996 E-ISBN : 978-1-4673-1158-8 | 978-1-4673-1158-8 | 0 |
PageRank | References | Authors |
0.34 | 0 | 7 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Trienko L. Grobler | 1 | 2 | 2.82 |
| Etienne R. Ackermann | 2 | 7 | 2.46 |
| Augustinus J. van Zyl | 3 | 8 | 2.83 |
| Waldo Kleynhans | 4 | 111 | 27.45 |
| Brian P. Salmon | 5 | 150 | 27.18 |
| Jan C. Olivier | 6 | 148 | 29.36 |
| van Zyl, A.J. | 7 | 0 | 0.34 |