Microscope Image Processing

2. Auflage 2022
ISBN: 978-0-12-821049-9
Verlag: William Andrew Publishing

Buch, Englisch, 526 Seiten, Format (B × H): 191 mm x 235 mm, Gewicht: 450 g

Microscope Image Processing, Second Edition, introduces the basic fundamentals of image formation in microscopy including the importance of image digitization and display, which are key to quality visualization. Image processing and analysis are discussed in detail to provide readers with the tools necessary to improve the visual quality of images, and to extract quantitative information. Basic techniques such as image enhancement, filtering, segmentation, object measurement, and pattern recognition cover concepts integral to image processing. In addition, chapters on specific modern microscopy techniques such as fluorescence imaging, multispectral imaging, three-dimensional imaging and time-lapse imaging, introduce these key areas with emphasis on the differences among the various techniques.

The new edition discusses recent developments in microscopy such as light sheet microscopy, digital microscopy, whole slide imaging, and the use of deep learning techniques for image segmentation and analysis with big data image informatics and management.

Microscope Image Processing, Second Edition, is suitable for engineers, scientists, clinicians, post-graduate fellows and graduate students working in bioengineering, biomedical engineering, biology, medicine, chemistry, pharmacology and related fields, who use microscopes in their work and would like to understand the methodologies and capabilities of the latest digital image processing techniques or desire to develop their own image processing algorithms and software for specific applications.

Autoren/Hrsg.

Merchant, Fatima

Castleman, Kenneth

Fachgebiete

• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Naturwissenschaften Physik Elektromagnetismus Mikroskopie, Spektroskopie

Inhaltsverzeichnis

1. Introduction
2. Fundamentals of Microscopy
3. Image Digitization and Display
4. Geometric Transformations
5. Image Enhancement
6. Morphological Image Processing
7. Image Segmentation
8. Object Measurement
9. Object Classification
10. Fluorescence Imaging
11. Multispectral Imaging
12. Three-Dimensional Imaging
13. Time-Lapse Imaging
14. Digital Microscopy
15. Super Resolution Microscopy
16. Image Informatics
17. Deep Learning in Microscope Image Analysis
18. Open Microscopy Platforms and Tool

Über Autor(innen)

Castleman, Kenneth
Kenneth R. Castleman is the president of Advanced Digital Imaging Research (ADIR), the author of the canonical textbook Digital Image Processing ISBN 0-13-211467-4 and an authority in the field of image processing and pattern recognition. He holds a B.S, M.S. and Ph.D. all in electrical engineering from The University of Texas at Austin. In 1984, he co-founded Perceptive Systems, Inc (PSI) with Don Winkler in League City, TX.

Merchant, Fatima
Associate Professor Fatima Merchant works at Computer Engineering Technology and Computational Health Informatics in Houston, TX, USA.