Artificial Intelligence in Digital Holographic Imaging : Technical Basis and Biomedical Applications
Language: English
Published by Wiley Dez 2022, 2022
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
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Add to basketItem description from seller
Neuware - Artificial Intelligence in Digital Holographic Imaging Technical Basis and Biomedical ApplicationsAn eye-opening discussion of 3D optical sensing, imaging, analysis, and pattern recognitionArtificial intelligence (AI) has made great progress in recent years. Digital holographic imaging has recently emerged as a powerful new technique well suited to explore cell structure and dynamics with a nanometric axial sensitivity and the ability to identify new cellular biomarkers. By combining digital holography with AI technology, including recent deep learning approaches, this system can achieve a record-high accuracy in non-invasive, label-free cellular phenotypic screening. It opens up a new path to data-driven diagnosis.Artificial Intelligence in Digital Holographic Imaging introduces key concepts and algorithms of AI to show how to build intelligent holographic imaging systems drawing on techniques from artificial neural networks, convolutional neural networks, and generative adversarial network. Readers will be able to gain an understanding of the basics for implementing AI in holographic imaging system designs and connecting practical biomedical questions that arise from the use of digital holography with various AI algorithms in intelligence models.What's Inside\* Introductory background on digital holography\* Key concepts of digital holographic imaging\* Deep-learning techniques for holographic imaging\* AI techniques in holographic image analysis\* Holographic image-classification models\* Automated phenotypic analysis of live cellsFor readers with various backgrounds, this book provides a detailed discussion of the use of intelligent holographic imaging system in biomedical fields with great potential for biomedical application.…
Seller Inventory # 9780470647509
- Title
- Artificial Intelligence in Digital Holographic Imaging : Technical Basis and Biomedical Applications
- Author
- Inkyu Moon
- Publisher
- Wiley Dez 2022
- Publication year
- 2022
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 0470647507
- ISBN 13
- 9780470647509
- Item weight
- 635 grams
- Dimensions
- 231x157x25 mm
An eye-opening discussion of 3D optical sensing, imaging, analysis, and pattern recognition
Artificial intelligence (AI) has made great progress in recent years. Digital holographic imaging has recently emerged as a powerful new technique well suited to explore cell structure and dynamics with a nanometric axial sensitivity and the ability to identify new cellular biomarkers. By combining digital holography with AI technology, including recent deep learning approaches, this system can achieve a record-high accuracy in non-invasive, label-free cellular phenotypic screening. It opens up a new path to data-driven diagnosis.
Artificial Intelligence in Digital Holographic Imaging introduces key concepts and algorithms of AI to show how to build intelligent holographic imaging systems drawing on techniques from artificial neural networks, convolutional neural networks, and generative adversarial network. Readers will be able to gain an understanding of the basics for implementing AI in holographic imaging system designs and connecting practical biomedical questions that arise from the use of digital holography with various AI algorithms in intelligence models.
What’s Inside
- Introductory background on digital holography
- Key concepts of digital holographic imaging
- Deep-learning techniques for holographic imaging
- AI techniques in holographic image analysis
- Holographic image-classification models
- Automated phenotypic analysis of live cells
For readers with various backgrounds, this book provides a detailed discussion of the use of intelligent holographic imaging system in biomedical fields with great potential for biomedical application.
"Synopsis" may belong to another edition of this title.
About the Author
Inkyu Moon, PhD, is Professor in the Department of Robotics and Mechatronics Engineering at Daegu Gyeongbuk Institute of Science & Technology (DGIST), South Korea.
"About the title" may belong to another edition of this title.
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