Decomposition of mixed pixels

Maurice S. Klein Gebbinck; Theo E. Schouten

doi:10.1117/12.226826

17 November 1995 Decomposition of mixed pixels

Maurice S. Klein Gebbinck, Theo E. Schouten

Proceedings Volume 2579, Image and Signal Processing for Remote Sensing II; (1995) https://doi.org/10.1117/12.226826
Event: Satellite Remote Sensing II, 1995, Paris, France

Abstract

Within the instantaneous field of view of a scanning device often more than one object is included, resulting in a pixel in which several characteristics are mixed. Classically the proportions of the components of such a mixed pixel are estimated using a linear mixture model. In this paper a new method is introduced for estimating the characteristics of these components, from which their proportions can be derived. Experiments with simulated data sets are conducted to compare the methods regarding their accuracy on estimating the proportions. In addition it is determined how well the proposed method can estimate the characteristics of each component.

Citation Download Citation

Maurice S. Klein Gebbinck and Theo E. Schouten "Decomposition of mixed pixels", Proc. SPIE 2579, Image and Signal Processing for Remote Sensing II, (17 November 1995); https://doi.org/10.1117/12.226826

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