Artificial Intelligence For Multimedia Information Processing

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Artificial Intelligence For Multimedia Information Processing

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Author : Xavier Savarimuthu
language : en
Publisher: CRC Press
Release Date : 2024-06-14

Artificial Intelligence For Multimedia Information Processing written by Xavier Savarimuthu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-14 with Technology & Engineering categories.

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.

Machine Learning Techniques For Multimedia

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Author : Matthieu Cord
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-02-07

Machine Learning Techniques For Multimedia written by Matthieu Cord and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-02-07 with Computers categories.

Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, and to organize that data and improve the performance of the processes manipulating it. Applying machine learning techniques to multimedia content involves special considerations – the data is typically of very high dimension, and the normal distinction between supervised and unsupervised techniques does not always apply. This book provides a comprehensive coverage of the most important machine learning techniques used and their application in this domain. Arising from the EU MUSCLE network, a program that drew together multidisciplinary teams with expertise in machine learning, pattern recognition, artificial intelligence, and image, video, text and crossmedia processing, the book first introduces the machine learning principles and techniques that are applied in multimedia data processing and analysis. The second part focuses on multimedia data processing applications, with chapters examining specific machine learning issues in domains such as image retrieval, biometrics, semantic labelling, mobile devices, and mining in text and music. This book will be suitable for practitioners, researchers and students engaged with machine learning in multimedia applications.

Computational Intelligence In Multimedia Processing Recent Advances

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Author : Aboul-Ella Hassanien
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-04-24

Computational Intelligence In Multimedia Processing Recent Advances written by Aboul-Ella Hassanien and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-04-24 with Computers categories.

In recent decades Multimedia processing has emerged as an important technology to generate content based on images, video, audio, graphics, and text. This book is a compilation of the latest trends and developments in the field of computational intelligence in multimedia processing. The edited book presents a large number of interesting applications to intelligent multimedia processing of various Computational Intelligence techniques including neural networks and fuzzy logic.

Intelligent Information Technologies

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Author : Vijayan Sugumaran
language : en
Publisher:
Release Date : 2008

Intelligent Information Technologies written by Vijayan Sugumaran and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Artificial intelligence categories.

"This collection compiles research to drive further evolution and innovation of these next-generation technologies and their applications, of which the scientific, technological, and commercial communities have only begun to scratch the surface. It is an essential reference acquisition for any library seeking to cover the leading edge of technological innovations"--Provided by publisher.

Proceedings Of The International Joint Conference On Artificial Intelligence

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Author :
language : en
Publisher:
Release Date : 1993

Proceedings Of The International Joint Conference On Artificial Intelligence written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Artificial intelligence categories.

Information Processing

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Author :
language : en
Publisher:
Release Date : 1986

Information Processing written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Artificial intelligence categories.

Proceedings Of The Acm Sigmm International Workshop On Multimedia Information Retrieval

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Author :
language : en
Publisher:
Release Date : 2004

Proceedings Of The Acm Sigmm International Workshop On Multimedia Information Retrieval written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Information storage and retrieval systems categories.

Advances In Multimedia Information Processing Pcm 2018

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Author : Richang Hong
language : en
Publisher: Springer
Release Date : 2018-09-17

Advances In Multimedia Information Processing Pcm 2018 written by Richang Hong and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-17 with Computers categories.

The three-volume set LNCS 101164, 11165, and 11166 constitutes the refereed proceedings of the 19th Pacific-Rim Conference on Multimedia, PCM 2018, held in Hefei, China, in September 2018. The 209 regular papers presented together with 20 special session papers were carefully reviewed and selected from 452 submissions. The papers cover topics such as: multimedia content analysis; multimedia signal processing and communications; and multimedia applications and services.

Japanese Technical Abstracts

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Author :
language : en
Publisher:
Release Date : 1988

Japanese Technical Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Engineering categories.

Nec Research Development

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Author :
language : en
Publisher:
Release Date : 1991

Nec Research Development written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Electric apparatus and appliances categories.