Now showing items 1-3 of 3

    • Decision fusion for the classification of hyperspectral data: outcome of the 2008 GRS-S Data Fusion Contest 

      Wissenschaftlicher Artikel
      Licciardi, Giorgio; Pacifici, Fabio; Tuia, Devis; Prasad, Saurabh; West, Terrance; Giacco, Ferdinando; Thiel, Christian; Inglada, Jordi; Christophe, Emmanuel; Chanussot, Jocelyn; Gamba, Paolo
      The 2008 Data Fusion Contest organized by the IEEE Geoscience and Remote Sensing Data Fusion Technical Committee deals with the classification of high-resolution hyperspectral data from an urban area. Unlike in the previous ...
    • Multiple classifier systems incorporating uncertainty 

      Dissertation
      Thiel, Christian
      Multiple classifier systems (MCS) unite the answers of separately-trained powerful base-classifiers to obtain the right classification for the sample at hand. In practical applications, a sample is not associated with ...
    • Uncertainty analysis for the classification of multispectral satellite images using SVMs and SOMs 

      Wissenschaftlicher Artikel
      Thiel, Christian; Giacco, Ferdinando; Pugliese, Luca; Scarpetta, Silvia; Marinaro, Maria
      Classification of multispectral remotely sensed data with textural features is investigated with a special focus on uncertainty analysis in the produced land-cover maps. Much effort has already been directed into the ...