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An adaptive algorithm for data reduction for imaging purposes.

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Author: Theije, P.A.M. de
Type:article
Date:2002
Publisher: Nexus Media, Ltd
Place: Swanley, Kent
Institution: TNO Fysisch en Elektronisch Laboratorium
Source:Proceeding of the European conference on Undersea Defence Technology, UDT Europe 2002, 18-20 June 2002, La Spezia, Italy.
Identifier: 223779
Keywords: Defence · Data reduction · Data displaying · Image processing · Underwater acoustics

Abstract

A new adaptive method is presented to display large amounts of data on, for example, a computer screen. The algorithm reduces a set of N samples to a single value, using the statistics of the background. The true peak value in the set of N samples is compared to the expected peak value of this background, allowing for a possible global trend in the data. A comparison between the new algorithm and conventional ones exhibits a clear improvement in terms of signal-to-noise ratio. The algorithm is easy to apply, and can be used for data reduction in one or more dimensions and for arbitrary background distributions