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Habermeyer, M. and Schmullius, C. (1997) Development of an algorithm for the knowledge-based classification of multi-temporal SAR-images. In: Radar-Processing, Technology and Applications II Proceedings of SPIE 3161, pp. 148-159. Vortrag, San Diego/USA, 28.07.97.
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Abstract
A new algorithm is introduced to overcome the disadvantages of a pixel-based classification by an object-based approach through the use of digital field boundaries. In this context a pixelwise approach is compared to a texturewise approach. Besides that a method is developed to incorporate prior knowledge into the classification process.
| Item URL in elib: | https://elib.dlr.de/33621/ | ||||||||||||
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| Document Type: | Conference or Workshop Item (Paper) | ||||||||||||
| Additional Information: | institution=William J. Micelli, SPIE, LIDO-Berichtsjahr=1998, | ||||||||||||
| Title: | Development of an algorithm for the knowledge-based classification of multi-temporal SAR-images | ||||||||||||
| Authors: |
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| Date: | 1997 | ||||||||||||
| Journal or Publication Title: | Radar-Processing, Technology and Applications II Proceedings of SPIE 3161 | ||||||||||||
| Open Access: | No | ||||||||||||
| Gold Open Access: | No | ||||||||||||
| In SCOPUS: | No | ||||||||||||
| In ISI Web of Science: | No | ||||||||||||
| Page Range: | pp. 148-159 | ||||||||||||
| Status: | Published | ||||||||||||
| Keywords: | Synthetic Aperture Radar, knowledge-based classification, texture, co-occurrenced-matrix, Shafer's Theory of Evidence, multinomial distribution, Mutual Information | ||||||||||||
| Event Title: | Vortrag, San Diego/USA, 28.07.97 | ||||||||||||
| HGF - Research field: | UNSPECIFIED | ||||||||||||
| HGF - Program: | Space (old) | ||||||||||||
| HGF - Program Themes: | W EO - Erdbeobachtung | ||||||||||||
| DLR - Research area: | UNSPECIFIED | ||||||||||||
| DLR - Program: | W EO - Erdbeobachtung | ||||||||||||
| DLR - Research theme (Project): | UNSPECIFIED | ||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||
| Institutes and Institutions: | Institut für Hochfrequenztechnik | ||||||||||||
| Deposited By: | DLR-Beauftragter, elib | ||||||||||||
| Deposited On: | 02 Apr 2006 | ||||||||||||
| Last Modified: | 27 Apr 2009 09:11 |
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