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Artificial Intelligence in Digital Holographic Imaging: Technical Basis and Biomedical Applications by Inkyu Moon (Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, South Korea) at Abbey's Bookshop,
Artificial Intelligence in Digital Holographic Imaging: Technical Basis and Biomedical Applications
— —
Inkyu Moon (Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, South Korea)

Artificial Intelligence in Digital Holographic Imaging

Technical Basis and Biomedical Applications

Inkyu Moon (Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, South Korea)

$265.95

Hardback

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English
Wiley-IEEE Press
13 December 2023
Electronics & communications engineering
Artificial Intelligence in Digital Holographic Imaging Technical Basis and Biomedical Applications 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.
By:  
Imprint:   Wiley-IEEE Press
Country of Publication:   United States
Dimensions:   Height: 231mm,  Width: 158mm,  Spine: 25mm
Weight:   635g
ISBN:   9780470647509
ISBN 10:   0470647507
Pages:   336
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Hardback
Publisher's Status:   Active

Inkyu Moon, PhD, is Professor in the Department of Robotics and Mechatronics Engineering at Daegu Gyeongbuk Institute of Science & Technology (DGIST), South Korea.

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