Aspects of multivariate statistical theorywith the application to change detection

  title={Aspects of multivariate statistical theorywith the application to change detection},
  author={Esra Erten and Andreas Reigber and Olaf Hellwich},
  journal={2010 IEEE International Geoscience and Remote Sensing Symposium},
This paper proposes a new method for change detection measurement includingwhole SAR imagingmodes such as PolIn- SAR, partial PolInSAR and InSAR in a set of multi-temporalmultidimensional SAR images. The method is based on the special case of Kullback-Leibler (KL-divergence) test, known as Mutual Information. In order to develop an algorithm, firstly the joint distribution of PolInSAR data set, based on the second order statistics has been derived. Such a derivation accounts for the whole multi… CONTINUE READING
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