Non-Parametric Grid-based Clustering Algorithm for Remote Sensing Data

I.A. Pestunov and Yu.N. Sinyavsky (Russia)

Keywords

Image analysis, nonparametric clustering algorithm, griddata structure, remote sensing data.

Abstract

A fast nonparametric algorithm of automatic classification for multispectral aerospace images segmentation is sug gested. The algorithm is based on a formation of a cell like data structure in the space of spectral features, which is used in the iterative mean shift procedure for searching of the local modes of a density function. The algorithm has been tested on model and real data. The results of tests have been provided.

Important Links:

• DOI:
• From Proceeding (490) ACIT - Signal and Image Processing - 2005

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