Microscope Image Processing
Editat de Fatima Merchant, Kenneth Castlemanen Limba Engleză Paperback – 29 aug 2022
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
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Specificații
ISBN-13: 9780128210499
ISBN-10: 0128210494
Pagini: 526
Ilustrații: 125 illustrations (25 in full color)
Dimensiuni: 191 x 235 x 29 mm
Greutate: 0.9 kg
Ediția:2
Editura: ELSEVIER SCIENCE
ISBN-10: 0128210494
Pagini: 526
Ilustrații: 125 illustrations (25 in full color)
Dimensiuni: 191 x 235 x 29 mm
Greutate: 0.9 kg
Ediția:2
Editura: ELSEVIER SCIENCE
Cuprins
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