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Soft Fusion of Heterogeneous Image Time Series
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Soft Fusion of Heterogeneous Image Time Series

Mar Bisquert, Gloria Bordogna, Mirco Boschetti, Pascal Poncelet et Maguelonne Teisseire
INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, PT I, Vol.442, pp.67-76
Communications in Computer and Information Science
01/01/2014

Résumé

Computer Science Computer Science, Artificial Intelligence Computer Science, Information Systems Computer Science, Software Engineering Computer Science, Theory & Methods Science & Technology Technology
In this contribution we analyze the problem of the fusion of time series of heterogeneous remote sensing images to serve classification and monitoring activities which can aid farming applications such as crop classification, change detection and monitoring. We propose several soft fusion operators that are based on different assumptions and model distinct desired properties. Conducted experiments on various geographic regions have been carried out and illustrate the effectiveness of our proposal.

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