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Development of an algorithm for the knowledge-based classification of multi-temporal SAR-images
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.
| Document Type: | Conference or Workshop Item (Paper) | ||||||
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| 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 | ||||||
| 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 | ||||||
| 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: | Microwaves and Radar Institute > Institut für Hochfrequenztechnik Institute of Communication and Navigation > Institut für Hochfrequenztechnik Remote Sensing Technology Institute > Institut für Hochfrequenztechnik | ||||||
| Deposited By: | elib DLR-Beauftragter | ||||||
| Deposited On: | 02 Apr 2006 | ||||||
| Last Modified: | 27 Apr 2009 09:11 |
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