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| Title | Consolidation of a pixel-based classification using neighborhood information |
| Publication Type | Conference Paper |
| Year of Publication | 2003 |
| Authors | Scheuchl, B., I. Cumming, and I. Hajnsek |
| Conference Name | Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International |
| Pagination | 449 - 451 vol.1 |
| Date Published | jul. |
| Keywords | AIRSAR ice data, classification confidence measure, geophysical signal processing, image classification, image consolidation, image speckle, neighborhood information, pixel-based classification, radar polarimetry, remote sensing by radar, smoothing, synthetic aperture radar, terrain mapping |
| Abstract | A two-step consolidation process is presented that reduces the effect of speckle in the classification result. The degree of consolidation or smoothing can be adjusted using a classification confidence measure and a threshold for the amount of neighborhood agreement needed. Results from AIRSAR ice data shown are compared to a classification result form pre-filtered data. |
| URL | http://dx.doi.org/10.1109/IGARSS.2003.1293805 |
| DOI | 10.1109/IGARSS.2003.1293805 |