Extracting characteristics of satellite image time series with decision trees

  • Thomas Guyet
  • Published 2015 in
    2015 8th International Workshop on the Analysis…

Abstract

The use of SITS improves the accuracy of the mapping of landcover. Nonetheless, SITS are complex datasets and the classification algorithm may be difficult to set up. In this article, we propose to learn an explicit model, a decision tree, from labelled time series. Our decision trees model enables to identify which time series and which time periods are… (More)
DOI: 10.1109/Multi-Temp.2015.7245784

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