Intelligent Analysis Of Multimedia Information
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Intelligent Analysis Of Multimedia Information
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Author : Bhattacharyya, Siddhartha
language : en
Publisher: IGI Global
Release Date : 2016-07-13
Intelligent Analysis Of Multimedia Information written by Bhattacharyya, Siddhartha and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-13 with Computers categories.
Multimedia represents information in novel and varied formats. One of the most prevalent examples of continuous media is video. Extracting underlying data from these videos can be an arduous task. From video indexing, surveillance, and mining, complex computational applications are required to process this data. Intelligent Analysis of Multimedia Information is a pivotal reference source for the latest scholarly research on the implementation of innovative techniques to a broad spectrum of multimedia applications by presenting emerging methods in continuous media processing and manipulation. This book offers a fresh perspective for students and researchers of information technology, media professionals, and programmers.
Intelligent Analysis Of Multimedia Information
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Author : Siddhartha Bhattacharyya
language : en
Publisher: Information Science Reference
Release Date : 2016-07
Intelligent Analysis Of Multimedia Information written by Siddhartha Bhattacharyya and has been published by Information Science Reference this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07 with Content-based image retrieval categories.
"This book is a pivotal reference source for the latest scholarly research on the implementation of innovative techniques to a broad spectrum of multimedia applications by presenting emerging methods in continuous media processing and manipulation"--
Intelligent Multimedia Data Analysis
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Author : Siddhartha Bhattacharyya
language : en
Publisher: ISSN
Release Date : 2019
Intelligent Multimedia Data Analysis written by Siddhartha Bhattacharyya and has been published by ISSN this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Computers categories.
Multimedia encompasses varied forms of media information which can be classified into discrete media (textual and image) and continuous media (animation, audio and video). Multimedia data often initiate from human communication, thus contain uncerta
Intelligence Analysis In The Digital Age
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Author : Stig Stenslie
language : en
Publisher: Routledge
Release Date : 2021-08-05
Intelligence Analysis In The Digital Age written by Stig Stenslie and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-05 with Political Science categories.
This book examines intelligence analysis in the digital age and demonstrates how intelligence has entered a new era. While intelligence is an ancient activity, the digital age is a relatively new phenomenon. This volume uses the concept of the "digital age" to highlight the increased change, complexity, and pace of information that is now circulated, as new technology has reduced the time it takes to spread news to almost nothing. These factors mean that decision-makers face an increasingly challenging threat environment, which in turn increases the demand for timely, relevant, and reliable intelligence to support policymaking. In this context, the book demonstrates that intelligence places greater demands on analysis work, as the traditional intelligence cycle is no longer adequate as a process description. In the digital age, it is not enough to accumulate as much information as possible to gain a better understanding of the world. To meet customers’ needs, the intelligence process must be centred around the analysis work – which in turn has increased the demand for analysts. Assessments, not least predictions, are now just as important as revealing someone else’s secrets. This volume will be of much interest to students of intelligence studies, security studies, and international relations.
Multimedia Mining
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Author : Chabane Djeraba
language : en
Publisher: Springer Science & Business Media
Release Date : 2002-11-30
Multimedia Mining written by Chabane Djeraba 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 2002-11-30 with Computers categories.
Multimedia Mining: A Highway to Intelligent Multimedia Documents brings together experts in digital media content analysis, state-of-art data mining and knowledge discovery in multimedia database systems, knowledge engineers and domain experts from diverse applied disciplines. Multimedia documents are ubiquitous and often required, if not essential, in many applications today. This phenomenon has made multimedia documents widespread and extremely large. There are tools for managing and searching within these collections, but the need for tools to extract hidden useful knowledge embedded within multimedia objects is becoming pressing and central for many decision-making applications. The tools needed today are tools for discovering relationships between objects or segments within multimedia document components, such as classifying images based on their content, extracting patterns in sound, categorizing speech and music, and recognizing and tracking objects in video streams.
Intelligent Interactive Multimedia Systems For E Healthcare Applications
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Author : Amit Kumar Tyagi
language : en
Publisher: Springer Nature
Release Date : 2021-11-15
Intelligent Interactive Multimedia Systems For E Healthcare Applications written by Amit Kumar Tyagi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-15 with Technology & Engineering categories.
This book includes high-quality research on various aspects of intelligent interactive multimedia technologies in healthcare services. The topics covered in the book focus on state-of-the-art approaches, methodologies, and systems in the design, development, deployment, and innovative use of multimedia systems, tools, and technologies in healthcare. The volume provides insights into smart healthcare service demands. It presents all information about multimedia uses in e-healthcare applications. The book also includes case studies and self-assessment problems for readers and future researchers. This book proves to be a valuable resource to know how AI can be an alternative tool for automated and intelligent analytics for e-healthcare applications.
Machine Learning For Intelligent Multimedia Analytics
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Author : Pardeep Kumar
language : en
Publisher: Springer
Release Date : 2022-01-17
Machine Learning For Intelligent Multimedia Analytics written by Pardeep Kumar and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-17 with Technology & Engineering categories.
This book presents applications of machine learning techniques in processing multimedia large-scale data. Multimedia such as text, image, audio, video, and graphics stands as one of the most demanding and exciting aspects of the information era. The book discusses new challenges faced by researchers in dealing with these large-scale data and also presents innovative solutions to address several potential research problems, e.g., enabling comprehensive visual classification to fill the semantic gap by exploring large-scale data, offering a promising frontier for detailed multimedia understanding, as well as extract patterns and making effective decisions by analyzing the large collection of data.
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.
Big Data Analytics For Large Scale Multimedia Search
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Author : Stefanos Vrochidis
language : en
Publisher: John Wiley & Sons
Release Date : 2019-05-28
Big Data Analytics For Large Scale Multimedia Search written by Stefanos Vrochidis and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-28 with Technology & Engineering categories.
A timely overview of cutting edge technologies for multimedia retrieval with a special emphasis on scalability The amount of multimedia data available every day is enormous and is growing at an exponential rate, creating a great need for new and more efficient approaches for large scale multimedia search. This book addresses that need, covering the area of multimedia retrieval and placing a special emphasis on scalability. It reports the recent works in large scale multimedia search, including research methods and applications, and is structured so that readers with basic knowledge can grasp the core message while still allowing experts and specialists to drill further down into the analytical sections. Big Data Analytics for Large-Scale Multimedia Search covers: representation learning, concept and event-based video search in large collections; big data multimedia mining, large scale video understanding, big multimedia data fusion, large-scale social multimedia analysis, privacy and audiovisual content, data storage and management for big multimedia, large scale multimedia search, multimedia tagging using deep learning, interactive interfaces for big multimedia and medical decision support applications using large multimodal data. Addresses the area of multimedia retrieval and pays close attention to the issue of scalability Presents problem driven techniques with solutions that are demonstrated through realistic case studies and user scenarios Includes tables, illustrations, and figures Offers a Wiley-hosted BCS that features links to open source algorithms, data sets and tools Big Data Analytics for Large-Scale Multimedia Search is an excellent book for academics, industrial researchers, and developers interested in big multimedia data search retrieval. It will also appeal to consultants in computer science problems and professionals in the multimedia industry.
Proceedings Of The 2023 4th International Conference On Artificial Intelligence And Education Icaie 2023
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Author : Fang Huang
language : en
Publisher: Springer Nature
Release Date : 2023-09-21
Proceedings Of The 2023 4th International Conference On Artificial Intelligence And Education Icaie 2023 written by Fang Huang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-21 with Education categories.
This is an open access book.ICAIE started in 2020, the last two sessions of ICAIE have all been successfully published and indexed by EI & Scopus (Read more). ICAIE is to bring together innovative academics and industrial experts in the field of Artificial Intelligence and Education to a common forum. And we achieved the primary goal which is to promote research and developmental activities in Artificial Intelligence and Education, and another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working all around the world. The 2023 4th International Conference on Artificial Intelligence and Education(ICAIE 2023)Jointly sponsored by Thailand Naresuan University and the Center for Social Computing Research of Central South University of China, and will be held in Guilin, China during June 16–18, 2023. The meeting focused on the new trends in the development of "artificial intelligence" and "education" under the new situation, and jointly discussed how to empower and promote the high-quality development of "artificial intelligence" and "education". An ideal platform to share views and experiences with industry experts. The conference invites experts and scholars in the field to conduct wonderful exchanges based on their own research results based on the development of the times. The themes are around artificial intelligence technology and applications; intelligent and knowledge-based systems; information-based education; intelligent learning; advanced information theory and neural network technology ; software computing and algorithms; intelligent algorithms and computing and many other topics. We warmly invite you to participate in ICAIE 2023 and look forward to seeing you in Guilin, China!