Generative AI for Photonic Sensing
Series: Progress in Optical Science and Photonics;
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57 687 Ft
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Product details:
- Publisher Springer Nature Singapore
- Date of Publication 2 November 2025
- ISBN 9789819515608
- Binding Hardback
- No. of pages290 pages
- Size 235x155 mm
- Language English
- Illustrations XX, 290 p. 92 illus., 85 illus. in color. 700
Categories
Long description:
This book highlights the revolutionary effects of generative Artificial Intelligence (AI) on photonic sensing technologies, where intelligent systems might improve precision, effectiveness, and applicability of light-based sensors. This book covers the basics of photonic sensors and explains their significance for a variety of applications in healthcare, environmental monitoring, autonomous systems, and industrial process industries. Readers will learn how generative AI is being used in important fields including optical imaging, optical fiber sensors, spectroscopy, and LIDAR systems. It also provides a guidance for researchers, engineers, and professionals working in the fields of optical sensing and artificial intelligence by fusing the rapidly developing discipline of generative AI with sophisticated photonic sensing.
MoreTable of Contents:
1. Understanding the Fundamentals of Photonic Sensors: Principles, Mechanisms and Applications.- 2. Fundamentals of Generative AI.- 3. Fiber Optic Sensors (FOSs) and Artificial Intelligence (AI): Brief History and Overviews.- 4. Generative AI Models For Sensor Data Processing.- 5. AI in optical fiber sensors and sensing network.
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