Modified Method for Detecting Small Structures in Noisy Images


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A classifier for operation with 1-pixel image fragments is proposed. Element segmentation into object and background is performed based on posterior probabilities, which are calculated using a histogram. A simulation experiment has shown that the developed algorithm provides a more accurate classification than segmentation based on the brightness threshold determined from the minimum condition for the weighted sum of errors of the first and second kind.

作者简介

A. Likhachev

Institute of Automation and Electrometry, Siberian Branch

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Email: ipm1@iae.nsk.su
俄罗斯联邦, pr. Akademika Koptyuga 1, Novosibirsk, 630090

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