Automatic Diatom Identification 2002. (Series in Machine Perception and Artificial Intelligence, 51). illus. 328 p. Hardcover.

Probably the first book to deal with automatic diatom identification.Background information concerning diatom research, development ofelectronic databases, image preprocessing, automatic contourextraction, application of existing contour and ornamentationfeatures and the development of new ones, application of differentclassifiers (neural networks, decision trees, etc.). They are testedusing two image sets: 1)a very difficult set of Sellaphora pupulawith 6 dems and 120 images, 2) a mixed genera set with 37 taxa andapproximately 800 images. The results are excellent, and recognitionrates well above 90% have been achieved on both sets. Much additionalbasic information.

Autor/Hrsg.	Buf, Hans du, and Micha M. Bayer (eds.)
Artikeltyp	Titel
Autor(en)	Buf, Hans du, and Micha M. Bayer (eds.)
Seiten	Buf, Hans du, and Micha M. Bayer (eds.): Automatic Diatom Identification 2002. (Series in Machine Perception and Artificial Intelligence, 51). illus. 328 p. Hardcover. (85104) 128.40
Verlag	World Scientific Publishing Co. 57 Shelton Street Covent Garden
Preis netto	120,00
USD Preis netto	136,8
ISBN/ISSN	9789810248864
ISBN	9789810248864
Akt. Subkriptionspreis	Nein
Marktschreier Info	Nein

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