Screen LibraryModern trends in diatom identification : fundamentals and applications /
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,...
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| Group Author: | ; ; |
|---|---|
| Published: |
Springer,
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| Publisher Address: | Cham : |
| Publication Dates: | [2020] |
| Literature type: | Book |
| Language: | English |
| Series: |
Developments in applied phycology ;
10 |
| Subjects: | |
| Summary: |
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 manag |
| Item Description: | Description based upon print version of record. |
| Carrier Form: | xxiv, 294 pages : illustrations (some color), forms ; 29 cm. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9783030392116 (hardback) : 3030392112 (hardback) |
| Index Number: | QK569 |
| CLC: | Q949.27 |
| Call Number: | Q949.27/M689 |
| Contents: | Part 1: Fundamentals -- Chapter 1: Introduction -- Chapter 2: Diatom Classifications: What Purpose Do They Serve? -- Chapter 3: Diatom Taxonomy And Identification Keys -- Chapter 4: Teratologies/Life Cycle/Ecotoxicology -- Part 2: Sensing -- Chapter 5: Microscope Lighting Techniques -- Chapter 6: Microscope Filtering Techniques -- Chapter 7: Automatization Techniques. Slide Scanning -- Part 3: Analysis -- Chapter 8: Segmentation -- Chapter 9: Feature Extraction And Classification -- Chapter 10: Multifocus And Hdr -- Chapter 11: 3d Imaging -- Chapter 12: Morphometrics -- Part 4: Applications |