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This is the first book to deal with automatic diatom identification. It provides the necessary background information concerning diatom research, useful for both diatomists and non-diatomists. It deals with the development of electronic databases, image preprocessing, automatic contour extraction, the application of existing contour and ornamentation features and the development of new ones, as well as the application of different classifiers (neural networks, decision trees, etc.). These are tested using two image sets: (i) a very difficult set of Sellaphora pupula with 6 demes and 12

Diatoms -- Identification -- Data processing. --- Electronic books. -- local. --- Pattern recognition systems. --- Diatoms --- Pattern recognition systems --- Botany --- Earth & Environmental Sciences --- Fungi & Algae --- Data processing --- Identification --- Data processing. --- Pattern classification systems --- Pattern recognition computers --- Bacillariophyceae --- Bacillariophyta --- Diatomales --- Diatomophyceae --- Pattern perception --- Computer vision --- Algae --- Phytoplankton