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Active Learning and Using the Structure of Data to Speed up the Learning Process: Application to a Database of High Resolution Satellite Images
Blanchart, Pierre and Datcu, Mihai (2009) Active Learning and Using the Structure of Data to Speed up the Learning Process: Application to a Database of High Resolution Satellite Images. ESA-EUSC-JRC_2009, 03.-05. Nov. 2009, Torrejon, Madrid.
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Official URL: http://earth.esa.int/rtd/Events/ESA-EUSC-JRC_2009/index.html
Abstract
The content of high resolution satellite images can be understood after a learning process. We demonstrate an active learning algorithm that allows the incorporation of prior knowledge.
| Document Type: | Conference or Workshop Item (Poster) | ||||||
|---|---|---|---|---|---|---|---|
| Title: | Active Learning and Using the Structure of Data to Speed up the Learning Process: Application to a Database of High Resolution Satellite Images | ||||||
| Authors: |
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| Date: | 03 November 2009 | ||||||
| Refereed publication: | No | ||||||
| In SCOPUS: | No | ||||||
| In ISI Web of Science: | No | ||||||
| Editors: |
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| Status: | Published | ||||||
| Keywords: | remote sensing, images, high resolution, active learning | ||||||
| Event Title: | ESA-EUSC-JRC_2009 | ||||||
| Event Location: | Torrejon, Madrid | ||||||
| Event Type: | international Conference | ||||||
| Event Dates: | 03.-05. Nov. 2009 | ||||||
| Organizer: | EUSC | ||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||
| HGF - Program: | Space | ||||||
| HGF - Program Themes: | W EO - Erdbeobachtung | ||||||
| DLR - Research area: | Space | ||||||
| DLR - Program: | W EO - Erdbeobachtung | ||||||
| DLR - Research theme (Project): | W - Vorhaben Competence Centre Information Mining (old) | ||||||
| Location: | Oberpfaffenhofen | ||||||
| Institutes and Institutions: | Remote Sensing Technology Institute | ||||||
| Deposited By: | Gottfried Schwarz | ||||||
| Deposited On: | 16 Nov 2009 13:46 | ||||||
| Last Modified: | 16 Nov 2009 13:46 |
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