Microscope Image Processing
- 2nd Edition - August 26, 2022
- Imprint: Academic Press
- Editors: Fatima Merchant, Kenneth Castleman
- Language: English
- Paperback ISBN:9 7 8 - 0 - 1 2 - 8 2 1 0 4 9 - 9
- eBook ISBN:9 7 8 - 0 - 1 2 - 8 2 1 0 5 0 - 5
Microscope Image Processing, Second Edition, introduces the basic fundamentals of image formation in microscopy including the importance of image digitization and display, which… Read more
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Request a sales quoteMicroscope 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.
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.
- Presents a unique practical perspective of state-of-the-art microscope image processing and the development of specialized algorithms
- Each chapter includes in-depth analysis of methods coupled with the results of specific real-world experiments
- Co-edited by Kenneth R. Castleman, world-renowned pioneer in digital image processing and author of two seminal textbooks on the subject
Engineers, scientists, post-graduates and graduate students working in bioengineering, biomedical engineering, biology, medicine, chemistry, pharmacology and related fields
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
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
- Edition: 2
- Published: August 26, 2022
- No. of pages (Paperback): 526
- Imprint: Academic Press
- Language: English
- Paperback ISBN: 9780128210499
- eBook ISBN: 9780128210505
FM
Fatima Merchant
Associate Professor Fatima Merchant works at Computer Engineering Technology and Computational Health Informatics in Houston, TX, USA.
Affiliations and expertise
Associate Professor, Computer Engineering Technology and Computational Health Informatics, Houston, TX, USAKC
Kenneth Castleman
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.
Affiliations and expertise
President, Advanced Digital Imaging Research (ADIR), TX, USARead Microscope Image Processing on ScienceDirect