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| Titel: |
A comparison of texture measures for the per-field classification of Mediterranean land cover |
| Auteur: |
Lloyd, C. D. Berberoglu, S. Curran, P. J. Atkinson, P. M. |
| Verschenen in: |
International journal of remote sensing |
| Paginering: | Jaargang 25 (2004) nr. 19 pagina's 3943-3965 |
| Jaar: |
2004-10 |
| Inhoud: |
Land cover of a Mediterranean region was classified within an artificial neural network (ANN) on a per-field basis using Landsat Thematic Mapper (TM) imagery. In addition to spectral information, the classifier used geostatistical structure functions and texture measures extracted from the co-occurrence matrix. Geostatistical measures of texture resulted in a more accurate classification of Mediterranean land cover than statistics derived from the co-occurrence matrix. The primary advantage of geostatistical measures was their robustness over a wide range of land cover types, field sizes and forms of class mixing. Spectral information and the variogram (geostatistical texture measure) resulted in the highest overall classification accuracies. |
| Uitgever: |
Taylor & Francis |
| Bronbestand: |
Elektronische Wetenschappelijke Tijdschriften |
Details van artikel 3 van 100 gevonden artikelen
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