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Generative AI for Photonic Sensing / edited by Yesudasu Vasimalla, Santosh Kumar.
Springer Nature - Springer Physics and Astronomy (R0) eBooks 2025 English International Available online
View online- Format:
- Book
- Author/Creator:
- Vasimalla, Yesudasu.
- Series:
- Progress in Optical Science and Photonics, 2363-510X ; 36
- Language:
- English
- Subjects (All):
- Optics.
- Artificial intelligence.
- Photonics.
- Optical engineering.
- Imaging systems in biology.
- Image processing--Digital techniques.
- Image processing.
- Computer vision.
- Optical spectroscopy.
- Optics and Photonics.
- Artificial Intelligence.
- Photonics and Optical Engineering.
- Biological Imaging.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Optical Spectroscopy.
- Local Subjects:
- Optics and Photonics.
- Artificial Intelligence.
- Photonics and Optical Engineering.
- Biological Imaging.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Optical Spectroscopy.
- Physical Description:
- 1 online resource (346 pages)
- Edition:
- 1st ed. 2025.
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2025.
- Summary:
- 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.
- 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.
- Notes:
- Description based on publisher supplied metadata and other sources.
- Other Format:
- Print version: Vasimalla, Yesudasu Generative AI for Photonic Sensing
- ISBN:
- 9789819515615
- OCLC:
- 1572223136
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