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Ghamisi, Pedram and Souza, Roberto and Rittner, Leticia and Benediktsson, Jon Atli and Lotufo, Roberto and Zhu, Xiao Xiang (2016) Extinction Profiles: A Novel Approach for the Analysis of Remote Sensing Data. In: Proceedings of IGARSS 2016, pp. 1-4. IGARSS 2016, 10.-15. Juli 2016, Beijing, China.
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Abstract
This paper presents a novel approach named extinction profiles to model the spatial information of remote sensing images. Then, the output of the extinction profile is fed to a grid-search random forest classification method. Results indicate that the proposed approach can effectively extract spatial information from remote sensing gray scale images and provide high classification accuracies in an automatic way.
| Item URL in elib: | https://elib.dlr.de/103134/ | |||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | |||||||||||||||||||||
| Title: | Extinction Profiles: A Novel Approach for the Analysis of Remote Sensing Data | |||||||||||||||||||||
| Authors: |
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| Date: | 2016 | |||||||||||||||||||||
| Journal or Publication Title: | Proceedings of IGARSS 2016 | |||||||||||||||||||||
| Refereed publication: | No | |||||||||||||||||||||
| Open Access: | No | |||||||||||||||||||||
| Gold Open Access: | No | |||||||||||||||||||||
| In SCOPUS: | No | |||||||||||||||||||||
| In ISI Web of Science: | No | |||||||||||||||||||||
| Page Range: | pp. 1-4 | |||||||||||||||||||||
| Status: | Published | |||||||||||||||||||||
| Keywords: | Extinction Profile, Random Forest Classification, Remote Sensing Data | |||||||||||||||||||||
| Event Title: | IGARSS 2016 | |||||||||||||||||||||
| Event Location: | Beijing, China | |||||||||||||||||||||
| Event Type: | international Conference | |||||||||||||||||||||
| Event Dates: | 10.-15. Juli 2016 | |||||||||||||||||||||
| Organizer: | IEEE GRSS | |||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | |||||||||||||||||||||
| HGF - Program: | Space | |||||||||||||||||||||
| HGF - Program Themes: | Earth Observation | |||||||||||||||||||||
| DLR - Research area: | Raumfahrt | |||||||||||||||||||||
| DLR - Program: | R EO - Earth Observation | |||||||||||||||||||||
| DLR - Research theme (Project): | R - Vorhaben hochauflösende Fernerkundungsverfahren (old) | |||||||||||||||||||||
| Location: | Oberpfaffenhofen | |||||||||||||||||||||
| Institutes and Institutions: | Remote Sensing Technology Institute > SAR Signal Processing | |||||||||||||||||||||
| Deposited By: | Ghamisi, Pedram | |||||||||||||||||||||
| Deposited On: | 04 May 2016 10:41 | |||||||||||||||||||||
| Last Modified: | 09 Dec 2016 16:56 |
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