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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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 & Signals & Signal Processing. We have over one million books available in our catalogue for you to explore.

Information

Publisher

CRC Press

Year

2024

ISBN

9781040037355

Edition

Topic

Technology & Engineering

Subtopic

Signals & Signal Processing

Index

Technology & Engineering

Cover
Half Title
Title
Copyright
Dedication
Contents
Foreword
Preface
Acknowledgments
Editors
Contributors
Introduction
Section I AI-Multimedia Information Processing
Section II AI and Its Applications in Public Health
Section III AI and Its Applications in Environmental Science
Section IV AI and Its Applications in the Automobile Industry
Section V AI and Computer Vision
Section VI AI and Its Applications in Material Science
Index