Mixed pixel classification with the randomized Hough transform

نویسندگان

  • Heikki Kälviäinen
  • Panagiota Bosdogianni
  • Maria Petrou
  • Josef Kittler
چکیده

In this paper we propose the use of the Randomized Hough Transform algorithm for the determination of the proportions of pure classes present in sets of mixed pixels, for large datasets (for which the deterministic Hough is prohibitively slow) and in the presence of outliers (ie in cases that the classical Least Square Error method cannot cope). We demonstrate our results both with simulated and labora-

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تاریخ انتشار 1996