Class imaging of hyperspectral satellite remote sensing data using FLSOM

Villmann T, Schleif F-M, Merenyi E, Strickert M, Hammer B (2007)
In: Proceedings of 6th International Workshop on Self-Organizing Maps. Bielefeld: Bielefeld University.

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Konferenzbeitrag | Veröffentlicht | Englisch
Autor
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Abstract / Bemerkung
We propose an extension of the self-organizing map for supervised fuzzy classification learning, whereby uncertain (fuzzy) class information is also allowed for training data. The method is able to detect class similarities, which can be used for data vizualization. Applying a special functional metric, derived from of the L_p norms, we show the application of the method for classification and visualization of hyper-spectral data in satellite image remote sensing image analysis.
Erscheinungsjahr
Titel des Konferenzbandes
Proceedings of 6th International Workshop on Self-Organizing Maps
Konferenz
WSOM 2007
Konferenzort
Bielefeld, Germany
Konferenzdatum
2007-09-03 – 2007-09-06
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Villmann T, Schleif F-M, Merenyi E, Strickert M, Hammer B. Class imaging of hyperspectral satellite remote sensing data using FLSOM. In: Proceedings of 6th International Workshop on Self-Organizing Maps. Bielefeld: Bielefeld University; 2007.
Villmann, T., Schleif, F. - M., Merenyi, E., Strickert, M., & Hammer, B. (2007). Class imaging of hyperspectral satellite remote sensing data using FLSOM. Proceedings of 6th International Workshop on Self-Organizing Maps Bielefeld: Bielefeld University. doi:10.2390/biecoll-wsom2007-110
Villmann, T., Schleif, F. - M., Merenyi, E., Strickert, M., and Hammer, B. (2007). “Class imaging of hyperspectral satellite remote sensing data using FLSOM” in Proceedings of 6th International Workshop on Self-Organizing Maps (Bielefeld: Bielefeld University).
Villmann, T., et al., 2007. Class imaging of hyperspectral satellite remote sensing data using FLSOM. In Proceedings of 6th International Workshop on Self-Organizing Maps. Bielefeld: Bielefeld University.
T. Villmann, et al., “Class imaging of hyperspectral satellite remote sensing data using FLSOM”, Proceedings of 6th International Workshop on Self-Organizing Maps, Bielefeld: Bielefeld University, 2007.
Villmann, T., Schleif, F.-M., Merenyi, E., Strickert, M., Hammer, B.: Class imaging of hyperspectral satellite remote sensing data using FLSOM. Proceedings of 6th International Workshop on Self-Organizing Maps. Bielefeld University, Bielefeld (2007).
Villmann, Thomas, Schleif, Frank-Michael, Merenyi, E., Strickert, M., and Hammer, Barbara. “Class imaging of hyperspectral satellite remote sensing data using FLSOM”. Proceedings of 6th International Workshop on Self-Organizing Maps. Bielefeld: Bielefeld University, 2007.

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