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Gueguen, Lionel and Le Men, Camille and Datcu, Mihai (2006) Analysis of Satellite Image Time Series Based on Information Bottleneck. In: AIP Conference Proceedings, 872, pp. 367-374. Bayesian Inference and Maximum Entropy Methods in Science and Engineering, 2006-07-08 - 2006-07-13, Paris. ISBN 978-0-7354-0371-6. ISSN 0094-243X.
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Official URL: http://link.aip.org/link/?APCPCS/872/367/1
Abstract
Derived from Information Theory, the Information Bottleneck principle enables us to quantify and qualify the information contained in a signal. This paper presents an algorithm based on the Information Bottleneck principle to analyze Satellite Image Time Series (SITS). The method is composed of a parameter estimation and a model selection.
| Item URL in elib: | https://elib.dlr.de/54391/ | ||||||||||||
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| Document Type: | Conference or Workshop Item (Speech, Paper) | ||||||||||||
| Additional Information: | doi: 10.1063/1.2423296 | ||||||||||||
| Title: | Analysis of Satellite Image Time Series Based on Information Bottleneck | ||||||||||||
| Authors: |
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| Date: | 29 November 2006 | ||||||||||||
| Journal or Publication Title: | AIP Conference Proceedings | ||||||||||||
| Refereed publication: | Yes | ||||||||||||
| Open Access: | No | ||||||||||||
| Gold Open Access: | No | ||||||||||||
| In SCOPUS: | No | ||||||||||||
| In ISI Web of Science: | No | ||||||||||||
| Volume: | 872 | ||||||||||||
| Page Range: | pp. 367-374 | ||||||||||||
| Editors: |
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| Series Name: | AIP Conf. Proc. | ||||||||||||
| ISSN: | 0094-243X | ||||||||||||
| ISBN: | 978-0-7354-0371-6 | ||||||||||||
| Status: | Published | ||||||||||||
| Keywords: | time series, information theory, image segmentation, parameter estimation | ||||||||||||
| Event Title: | Bayesian Inference and Maximum Entropy Methods in Science and Engineering | ||||||||||||
| Event Location: | Paris | ||||||||||||
| Event Type: | international Conference | ||||||||||||
| Event Dates: | 2006-07-08 - 2006-07-13 | ||||||||||||
| Organizer: | CNRS | ||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport (old) | ||||||||||||
| HGF - Program: | Space (old) | ||||||||||||
| HGF - Program Themes: | W EO - Erdbeobachtung | ||||||||||||
| DLR - Research area: | Space | ||||||||||||
| DLR - Program: | W EO - Erdbeobachtung | ||||||||||||
| DLR - Research theme (Project): | W - Vorhaben Bildwissenschaften (old) | ||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||
| Institutes and Institutions: | Remote Sensing Technology Institute > Image Science | ||||||||||||
| Deposited By: | Schwarz, Gottfried | ||||||||||||
| Deposited On: | 17 Jun 2008 | ||||||||||||
| Last Modified: | 27 Apr 2009 15:00 |
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