Artificial Intelligence in Digital Holographic Imaging Technical Basis and Biomedical Applications
An informative and thought-provoking exploration of 3D optical sensing, imaging, analysis, and pattern recognition
The field of artificial intelligence (AI) has experienced significant advancements in recent years. One such advancement is the emergence of digital holographic imaging, which has proven to be a powerful technique for studying cell structure and dynamics with exceptional precision and the ability to identify new cellular biomarkers. By combining digital holography with AI technology, including deep learning approaches, this system is capable of achieving exceptionally accurate non-invasive, label-free cellular phenotypic screening. This breakthrough opens up exciting possibilities for data-driven diagnoses.
Artificial Intelligence in Digital Holographic Imaging, (PDF) presents the fundamental concepts and algorithms of AI, demonstrating how to develop intelligent holographic imaging systems using techniques from artificial neural networks, convolutional neural networks, and generative adversarial networks. Readers will gain a comprehensive understanding of the fundamental principles of implementing AI in holographic imaging system designs, as well as their practical applications in biomedical research involving digital holography and different AI algorithms.
What’s Included
- An introduction to the basics of digital holography
- Key principles and concepts of digital holographic imaging
- Deep-learning techniques for holographic imaging
- AI techniques for holographic image analysis
- Models for classifying holographic images
- Automated analysis of live cells’ phenotypes
This ebook serves readers with various backgrounds, offering a comprehensive discussion of the applications of intelligent holographic imaging systems in the field of biomedical research, with immense potential for real-world applications.
978-0470647509
NOTE: This sale only includes the ebook Artificial Intelligence in Digital Holographic Imaging: Technical Basis and Biomedical Applications in PDF. No access codes are included.