Artificial Intelligence for Multimedia Information Processing : Tools and Applications

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.

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. FEATURESCovers a wide spectrum of enabling technologies for AI and machine learning for multimedia and information processingIncludes many applications using AI, from robotics and driverless cars to environmental, human health, and remote sensingPresents an overview of the fundamentals of AI and multimedia processing: imaging, signal, and speechExplains new models and architectures for multimedia streaming, services, and caching for AIDiscusses the emerging paradigms of the deployment of hardware and devices for multimedia on edge intelligenceGives recommendations for future research in multimedia and AIThis 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.