Artificial Intelligence for Multimedia Information Processing
eBook - ePub

Artificial Intelligence for Multimedia Information Processing

Tools and Applications

  1. 342 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Artificial Intelligence for Multimedia Information Processing

Tools and Applications

About this book

Advances in artificial intelligence (AI), widespread mobile devices, internet technologies, multimedia data sources, and information processing have led to the emergence of multimedia processing. Multimedia processing is the application of signal processing tools to multimedia data—text, audio, images, and video—to allow the interpretation of these data, particularly in urban and smart city environments. This book discusses the new standards of multimedia and information processing from several technological perspectives, including analytics empowered by AI, streaming on the intelligent edge, multimedia edge caching and AI, services for edge AI, and hardware and devices for multimedia on edge intelligence.

FEATURES

  • Covers a wide spectrum of enabling technologies for AI and machine learning for multimedia and information processing
  • Includes many applications using AI, from robotics and driverless cars to environmental, human health, and remote sensing
  • Presents an overview of the fundamentals of AI and multimedia processing: imaging, signal, and speech
  • Explains new models and architectures for multimedia streaming, services, and caching for AI
  • Discusses the emerging paradigms of the deployment of hardware and devices for multimedia on edge intelligence
  • Gives recommendations for future research in multimedia and AI

This book is written for engineers and graduate students in image and signal processing, information processing, environmental engineering, medical and public health, etc., who are interested in machine learning, deep learning, and multimedia processing.

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Table of contents

  1. Cover
  2. Half Title
  3. Title
  4. Copyright
  5. Dedication
  6. Contents
  7. Foreword
  8. Preface
  9. Acknowledgments
  10. Editors
  11. Contributors
  12. Introduction
  13. Section I AI-Multimedia Information Processing
  14. Section II AI and Its Applications in Public Health
  15. Section III AI and Its Applications in Environmental Science
  16. Section IV AI and Its Applications in the Automobile Industry
  17. Section V AI and Computer Vision
  18. Section VI AI and Its Applications in Material Science
  19. Index

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Yes, you can access Artificial Intelligence for Multimedia Information Processing by Xavier Savarimuthu,Sivakannan Subramani,Alex Noel Joseph Raj in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.