Automatic Diatom Identification

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Automatic Diatom Identification

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Author : Hans Du Buf
language : en
Publisher: World Scientific
Release Date : 2002

Automatic Diatom Identification written by Hans Du Buf and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Science categories.

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 120 images; (ii) a mixed genera set with 37 taxa and approximately 800 images. The results are excellent, and recognition rates well above 90% have been achieved on both sets. The results are compared with identification rates obtained by human experts. One chapter of the book deals with automatic image capture, i.e. microscope slide scanning at different resolutions using a motorized microscope stage, autofocusing, multifocus fusion, and particle screening to select only diatoms and to reject debris. This book is the final scientific report of the European ADIAC project (Automatic Diatom Identification and Classification), and it lists the web-sites with the created public databases and an identification demo.

Modern Trends In Diatom Identification

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Author : Gabriel Cristóbal
language : en
Publisher: Springer Nature
Release Date : 2020-05-28

Modern Trends In Diatom Identification written by Gabriel Cristóbal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-28 with Science categories.

High-resolution images of phytoplankton cells such as diatoms or desmids, which are useful for monitoring water quality, can now be provided by digital microscopes, facilitating the automated analysis and identification of specimens. Conventional approaches are based on optical microscopy; however, manual image analysis is impractical due to the huge diversity of this group of microalgae and its great morphological plasticity. As such, there is a need for automated recognition techniques for diagnostic tools (e.g. environmental monitoring networks, early warning systems) to improve the management of water resources and decision-making processes. Describing the entire workflow of a bioindicator system, from capture, analysis and identification to the determination of quality indices, this book provides insights into the current state-of-the-art in automatic identification systems in microscopy.

Automatic Image Segmentation And Analysis With Applications To Diatom Identification

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Author : Andrei Corneliu Jalba
language : en
Publisher:
Release Date : 1974

Automatic Image Segmentation And Analysis With Applications To Diatom Identification written by Andrei Corneliu Jalba and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1974 with categories.

Proceedings Of The Eighteenth International Diatom Symposium

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Author : Andrzej Witkowski (dr ichtiologii.)
language : en
Publisher:
Release Date : 2006

Proceedings Of The Eighteenth International Diatom Symposium written by Andrzej Witkowski (dr ichtiologii.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Diatoms categories.

16th International Diatom Symposium Athens Aegean Islands 25 August 1 September 2000

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Author : A. Economou-Amilli
language : en
Publisher:
Release Date : 2001

16th International Diatom Symposium Athens Aegean Islands 25 August 1 September 2000 written by A. Economou-Amilli and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Diatoms categories.

Machine Learning And Data Mining In Pattern Recognition

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Author :
language : en
Publisher:
Release Date : 2001

Machine Learning And Data Mining In Pattern Recognition written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Data mining categories.

Advanced Concepts For Intelligent Vision Systems Acivs 2000

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Author : Jacques Blanc-Talon
language : en
Publisher: Windsor, Ont. : International Institute for Advanced Studies in Systems Research and Cybernetics
Release Date : 2000

Advanced Concepts For Intelligent Vision Systems Acivs 2000 written by Jacques Blanc-Talon and has been published by Windsor, Ont. : International Institute for Advanced Studies in Systems Research and Cybernetics this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computer vision categories.

Proceedings

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Author :
language : en
Publisher:
Release Date : 1999

Proceedings written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Image analysis categories.

Cbm

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Author :
language : en
Publisher:
Release Date : 2008

Cbm written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Marine biology categories.

The Colonial Diatom Bacillaria Paradoxa

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Author : Anne P. Ussing
language : en
Publisher:
Release Date : 2005

The Colonial Diatom Bacillaria Paradoxa written by Anne P. Ussing and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Bacillariaceae categories.