Artificial Intelligence For Multimedia Signal Processing

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Artificial Intelligence for Multimedia Signal Processing

Byung-Gyu Kim,Dongsan Jun
Artificial Intelligence for Multimedia Signal Processing Book PDF

Author : Byung-Gyu Kim,Dongsan Jun
Publisher : Unknown
Page : 0 pages
File Size : 51,7 Mb
Release : 2022
Category : Electronic
ISBN : 3036549668

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Artificial Intelligence for Multimedia Signal Processing by Byung-Gyu Kim,Dongsan Jun Pdf

Artificial intelligence technologies are also actively applied to broadcasting and multimedia processing technologies. A lot of research has been conducted in a wide variety of fields, such as content creation, transmission, and security, and these attempts have been made in the past two to three years to improve image, video, speech, and other data compression efficiency in areas related to MPEG media processing technology. Additionally, technologies such as media creation, processing, editing, and creating scenarios are very important areas of research in multimedia processing and engineering. This book contains a collection of some topics broadly across advanced computational intelligence algorithms and technologies for emerging multimedia signal processing as: Computer vision field, speech/sound/text processing, and content analysis/information mining.

Artificial Intelligence for Multimedia Information Processing

Xavier Savarimuthu,Sivakannan Subramani,Alex Noel Joseph Raj
Artificial Intelligence for Multimedia Information Processing Book PDF

Author : Xavier Savarimuthu,Sivakannan Subramani,Alex Noel Joseph Raj
Publisher : CRC Press
Page : 343 pages
File Size : 41,9 Mb
Release : 2024-06-14
Category : Technology & Engineering
ISBN : 9781040037324

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Artificial Intelligence for Multimedia Information Processing by Xavier Savarimuthu,Sivakannan Subramani,Alex Noel Joseph Raj Pdf

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.

Intelligent Multimedia Signal Processing for Smart Ecosystems

Shabir A. Parah,Nasir N. Hurrah,Ekram Khan
Intelligent Multimedia Signal Processing for Smart Ecosystems Book PDF

Author : Shabir A. Parah,Nasir N. Hurrah,Ekram Khan
Publisher : Springer Nature
Page : 363 pages
File Size : 45,9 Mb
Release : 2023-09-30
Category : Computers
ISBN : 9783031348730

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Intelligent Multimedia Signal Processing for Smart Ecosystems by Shabir A. Parah,Nasir N. Hurrah,Ekram Khan Pdf

A smart ecosystem is envisioned to exchange and analyze data across systems, enabling a flexible, faster, and reliable smart ecosystem for high-quality results at reduced costs and little human intervention. This book introduces many innovative approaches and provides solutions to various problems of smart ecosystems designed by employing various techniques/models based on AI, ML, Deep Learning, and the Internet of Things (IoT). The main focus is on intelligent multimedia processing and automated decision-making for various services, real-time data analysis, data security, cost-effective solutions for multimedia applications, smart information processing systems, and smart city planning to name a few. In addition, this book presents some key insights and future directions in the various areas of technology. Throughout the book, many state-of-the-art solutions concerning various applications are proposed to solve the issues and ensure the quality of services (QoS). The authors discuss the limitations of the current techniques used to design a smart ecosystem and highlight some prospective areas of research in the future. The book comprehensively discusses multimedia processing of various forms of data comprising text, images, and audio for the implementation of various solutions. The book is aimed to open many areas of research and thus would present a comprehensive reference for the design of smart ecosystems in various applications.

Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing

Jeng-Shyang Pan,Akinori Ito,Pei-Wei Tsai,Lakhmi C. Jain
Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing Book PDF

Author : Jeng-Shyang Pan,Akinori Ito,Pei-Wei Tsai,Lakhmi C. Jain
Publisher : Springer
Page : 342 pages
File Size : 45,8 Mb
Release : 2018-11-10
Category : Technology & Engineering
ISBN : 9783030037451

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Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing by Jeng-Shyang Pan,Akinori Ito,Pei-Wei Tsai,Lakhmi C. Jain Pdf

This book features papers presented at IIH-MSP 2018, the 14th International Conference on Intelligent Information Hiding and Multimedia Signal Processing. The scope of IIH-MSP included information hiding and security, multimedia signal processing and networking, and bio-inspired multimedia technologies and systems. The book discusses subjects related to massive image/video compression and transmission for emerging networks, advances in speech and language processing, recent advances in information hiding and signal processing for audio and speech signals, intelligent distribution systems and applications, recent advances in security and privacy for multimodal network environments, multimedia signal processing, and machine learning. Presenting the latest research outcomes and findings, it is suitable for researchers and students who are interested in the corresponding fields. IIH-MSP 2018 was held in Sendai, Japan on 26–28 November 2018. It was hosted by Tohoku University and was co‐sponsored by the Fujian University of Technology in China, the Taiwan Association for Web Intelligence Consortium in Taiwan, and the Swinburne University of Technology in Australia, as well as the Fujian Provincial Key Laboratory of Big Data Mining and Applications (Fujian University of Technology) and the Harbin Institute of Technology Shenzhen Graduate School in China.

Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing

Jeng-Shyang Pan,Akinori Ito,Pei-Wei Tsai,Lakhmi C. Jain
Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing Book PDF

Author : Jeng-Shyang Pan,Akinori Ito,Pei-Wei Tsai,Lakhmi C. Jain
Publisher : Springer
Page : 364 pages
File Size : 54,8 Mb
Release : 2018-11-10
Category : Technology & Engineering
ISBN : 9783030037482

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Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing by Jeng-Shyang Pan,Akinori Ito,Pei-Wei Tsai,Lakhmi C. Jain Pdf

This book features papers presented at IIH-MSP 2018, the 14th International Conference on Intelligent Information Hiding and Multimedia Signal Processing. The scope of IIH-MSP included information hiding and security, multimedia signal processing and networking, and bio-inspired multimedia technologies and systems. The book discusses subjects related to massive image/video compression and transmission for emerging networks, advances in speech and language processing, recent advances in information hiding and signal processing for audio and speech signals, intelligent distribution systems and applications, recent advances in security and privacy for multimodal network environments, multimedia signal processing, and machine learning. Presenting the latest research outcomes and findings, it is suitable for researchers and students who are interested in the corresponding fields. IIH-MSP 2018 was held in Sendai, Japan on 26–28 November 2018. It was hosted by Tohoku University and was co‐sponsored by the Fujian University of Technology in China, the Taiwan Association for Web Intelligence Consortium in Taiwan, and the Swinburne University of Technology in Australia, as well as the Fujian Provincial Key Laboratory of Big Data Mining and Applications (Fujian University of Technology) and the Harbin Institute of Technology Shenzhen Graduate School in China.

Advances in Intelligent Information Hiding and Multimedia Signal Processing

Jeng-Shyang Pan,Jianpo Li,Pei-Wei Tsai,Lakhmi C. Jain
Advances in Intelligent Information Hiding and Multimedia Signal Processing Book PDF

Author : Jeng-Shyang Pan,Jianpo Li,Pei-Wei Tsai,Lakhmi C. Jain
Publisher : Springer
Page : 491 pages
File Size : 52,5 Mb
Release : 2019-07-11
Category : Technology & Engineering
ISBN : 9789811397103

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Advances in Intelligent Information Hiding and Multimedia Signal Processing by Jeng-Shyang Pan,Jianpo Li,Pei-Wei Tsai,Lakhmi C. Jain Pdf

The book presents selected papers from the Fifteenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, in conjunction with the Twelfth International Conference on Frontiers of Information Technology, Applications and Tools, held on July 18–20, 2019 in Jilin, China. Featuring the latest research, it provides valuable information on problem solving and applications for engineers in computer science-related fields, and is a valuable reference resource for academics, industry practitioners and students.

Digital Signal, Image and Video Processing for Emerging Multimedia Technology

Byung-Gyu Kim
Digital Signal Image and Video Processing for Emerging Multimedia Technology Book PDF

Author : Byung-Gyu Kim
Publisher : MDPI
Page : 392 pages
File Size : 50,9 Mb
Release : 2021-01-26
Category : Technology & Engineering
ISBN : 9783039438570

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Digital Signal, Image and Video Processing for Emerging Multimedia Technology by Byung-Gyu Kim Pdf

This book presents collective works published in the recent Special Issue (SI) entitled " Digital Signal, Image and Video Processing for Emerging Multimedia Technology". These works address the emerging technology in signal processing and its new aspects, as well as the related applications. Recent developments in image/video-based deep learning technology have enabled new services in the field of multimedia and recognition technology. The applications vary and range from digital signal processing to image, video and multimedia signal processing, also including object classification, learning mechanism design and data security. Recent advances in numerical, theoretical and experimental methodologies are presented within the scope of the current book, along with the finding of new learning methods and new methodological developments and their limitations. This book brings together a collection of inter-/multidisciplinary works applied to many classification and data security applications in a coherent manner.

Advances in Intelligent Information Hiding and Multimedia Signal Processing

Jeng-Shyang Pan,Jianpo Li,Pei-Wei Tsai,Lakhmi C. Jain
Advances in Intelligent Information Hiding and Multimedia Signal Processing Book PDF

Author : Jeng-Shyang Pan,Jianpo Li,Pei-Wei Tsai,Lakhmi C. Jain
Publisher : Springer
Page : 416 pages
File Size : 47,8 Mb
Release : 2019-07-10
Category : Technology & Engineering
ISBN : 9789811397141

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Advances in Intelligent Information Hiding and Multimedia Signal Processing by Jeng-Shyang Pan,Jianpo Li,Pei-Wei Tsai,Lakhmi C. Jain Pdf

The book presents selected papers from the Fifteenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, in conjunction with the Twelfth International Conference on Frontiers of Information Technology, Applications and Tools, held on July 18–20, 2019 in Jilin, China. Featuring the latest research, it provides valuable information on problem solving and applications for engineers in computer science-related fields, and is a valuable reference resource for academics, industry practitioners and students.

Advances in Intelligent Information Hiding and Multimedia Signal Processing

Jeng-Shyang Pan,Pei-Wei Tsai,Junzo Watada,Lakhmi C. Jain
Advances in Intelligent Information Hiding and Multimedia Signal Processing Book PDF

Author : Jeng-Shyang Pan,Pei-Wei Tsai,Junzo Watada,Lakhmi C. Jain
Publisher : Springer
Page : 422 pages
File Size : 44,9 Mb
Release : 2017-07-15
Category : Technology & Engineering
ISBN : 9783319638591

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Advances in Intelligent Information Hiding and Multimedia Signal Processing by Jeng-Shyang Pan,Pei-Wei Tsai,Junzo Watada,Lakhmi C. Jain Pdf

This volume includes papers presented at IIH-MSP 2017, the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, held from 12 to 15 August 2017 in Matsue, Shimane, Japan. The conference addresses topics ranging from information hiding and security, and multimedia signal processing and networking, to bio-inspired multimedia technologies and systems. This volume of Smart Innovation, Systems and Technologies focuses on subjects related to massive image/video compression and transmission for emerging networks, advances in speech and language processing, information hiding and signal processing for audio and speech signals, intelligent distribution systems and applications, recent advances in security and privacy for multimodal network environments, multimedia signal processing, and machine learning. Updated with the latest research outcomes and findings, the papers presented appeal to researchers and students who are interested in the corresponding fields.

Advances in Intelligent Information Hiding and Multimedia Signal Processing

Jeng-Shyang Pan,Jianpo Li,Oyun-Erdene Namsrai,Zhenyu Meng,Miloš Savić
Advances in Intelligent Information Hiding and Multimedia Signal Processing Book PDF

Author : Jeng-Shyang Pan,Jianpo Li,Oyun-Erdene Namsrai,Zhenyu Meng,Miloš Savić
Publisher : Springer Nature
Page : 552 pages
File Size : 47,8 Mb
Release : 2021-04-17
Category : Technology & Engineering
ISBN : 9789813364202

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Advances in Intelligent Information Hiding and Multimedia Signal Processing by Jeng-Shyang Pan,Jianpo Li,Oyun-Erdene Namsrai,Zhenyu Meng,Miloš Savić Pdf

This book presents selected papers from the Sixteenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, in conjunction with the Thirteenth International Conference on Frontiers of Information Technology, Applications and Tools, held on November 5–7, 2020, in Ho Chi Minh City, Vietnam. It is divided into two volumes and discusses the latest research outcomes in the field of Information Technology (IT) including information hiding, multimedia signal processing, big data, data mining, bioinformatics, database, industrial and Internet of things, and their applications.

Deep Learning for Multimedia Processing Applications

Uzair Aslam Bhatti,Huang Mengxing,Jingbing Li,Sibghat Ullah Bazai,Muhammad Aamir
Deep Learning for Multimedia Processing Applications Book PDF

Author : Uzair Aslam Bhatti,Huang Mengxing,Jingbing Li,Sibghat Ullah Bazai,Muhammad Aamir
Publisher : CRC Press
Page : 481 pages
File Size : 49,6 Mb
Release : 2024-02-21
Category : Computers
ISBN : 9781003828051

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Deep Learning for Multimedia Processing Applications by Uzair Aslam Bhatti,Huang Mengxing,Jingbing Li,Sibghat Ullah Bazai,Muhammad Aamir Pdf

Deep Learning for Multimedia Processing Applications is a comprehensive guide that explores the revolutionary impact of deep learning techniques in the field of multimedia processing. Written for a wide range of readers, from students to professionals, this book offers a concise and accessible overview of the application of deep learning in various multimedia domains, including image processing, video analysis, audio recognition, and natural language processing. Divided into two volumes, Volume Two delves into advanced topics such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and generative adversarial networks (GANs), explaining their unique capabilities in multimedia tasks. Readers will discover how deep learning techniques enable accurate and efficient image recognition, object detection, semantic segmentation, and image synthesis. The book also covers video analysis techniques, including action recognition, video captioning, and video generation, highlighting the role of deep learning in extracting meaningful information from videos. Furthermore, the book explores audio processing tasks such as speech recognition, music classification, and sound event detection using deep learning models. It demonstrates how deep learning algorithms can effectively process audio data, opening up new possibilities in multimedia applications. Lastly, the book explores the integration of deep learning with natural language processing techniques, enabling systems to understand, generate, and interpret textual information in multimedia contexts. Throughout the book, practical examples, code snippets, and real-world case studies are provided to help readers gain hands-on experience in implementing deep learning solutions for multimedia processing. Deep Learning for Multimedia Processing Applications is an essential resource for anyone interested in harnessing the power of deep learning to unlock the vast potential of multimedia data.

Advances in Intelligent Information Hiding and Multimedia Signal Processing

Jeng-Shyang Pan,Jianpo Li,Keun Ho Ryu,Zhenyu Meng,Aleksandra Klasnja-Milicevic
Advances in Intelligent Information Hiding and Multimedia Signal Processing Book PDF

Author : Jeng-Shyang Pan,Jianpo Li,Keun Ho Ryu,Zhenyu Meng,Aleksandra Klasnja-Milicevic
Publisher : Springer Nature
Page : 546 pages
File Size : 45,7 Mb
Release : 2021-04-20
Category : Technology & Engineering
ISBN : 9789813367579

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Advances in Intelligent Information Hiding and Multimedia Signal Processing by Jeng-Shyang Pan,Jianpo Li,Keun Ho Ryu,Zhenyu Meng,Aleksandra Klasnja-Milicevic Pdf

This book presents selected papers from the Sixteenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, in conjunction with the Thirteenth International Conference on Frontiers of Information Technology, Applications and Tools, held on November 5–7, 2020, in Ho Chi Minh City, Vietnam. It is divided into two volumes and discusses the latest research outcomes in the field of Information Technology (IT) including information hiding, multimedia signal processing, big data, data mining, bioinformatics, database, industrial and Internet of things, and their applications.

Machine Learning Methods for Signal, Image and Speech Processing

M.A. Jabbar,MVV Prasad Kantipudi,Sheng-Lung Peng,Mamun Bin Ibne Reaz,Ana Maria Madureira
Machine Learning Methods for Signal Image and Speech Processing Book PDF

Author : M.A. Jabbar,MVV Prasad Kantipudi,Sheng-Lung Peng,Mamun Bin Ibne Reaz,Ana Maria Madureira
Publisher : CRC Press
Page : 257 pages
File Size : 50,7 Mb
Release : 2022-09-01
Category : Computers
ISBN : 9781000794748

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Machine Learning Methods for Signal, Image and Speech Processing by M.A. Jabbar,MVV Prasad Kantipudi,Sheng-Lung Peng,Mamun Bin Ibne Reaz,Ana Maria Madureira Pdf

The signal processing (SP) landscape has been enriched by recent advances in artificial intelligence (AI) and machine learning (ML), yielding new tools for signal estimation, classification, prediction, and manipulation. Layered signal representations, nonlinear function approximation and nonlinear signal prediction are now feasible at very large scale in both dimensionality and data size. These are leading to significant performance gains in a variety of long-standing problem domains like speech and Image analysis. As well as providing the ability to construct new classes of nonlinear functions (e.g., fusion, nonlinear filtering). This book will help academics, researchers, developers, graduate and undergraduate students to comprehend complex SP data across a wide range of topical application areas such as social multimedia data collected from social media networks, medical imaging data, data from Covid tests etc. This book focuses on AI utilization in the speech, image, communications and yirtual reality domains.

Advances in Intelligent Information Hiding and Multimedia Signal Processing

Jeng-Shyang Pan,Pei-Wei Tsai,Junzo Watada,Lakhmi C. Jain
Advances in Intelligent Information Hiding and Multimedia Signal Processing Book PDF

Author : Jeng-Shyang Pan,Pei-Wei Tsai,Junzo Watada,Lakhmi C. Jain
Publisher : Springer
Page : 451 pages
File Size : 45,9 Mb
Release : 2017-07-15
Category : Technology & Engineering
ISBN : 9783319638560

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Advances in Intelligent Information Hiding and Multimedia Signal Processing by Jeng-Shyang Pan,Pei-Wei Tsai,Junzo Watada,Lakhmi C. Jain Pdf

This volume includes papers presented at IIH-MSP 2017, the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, held on 12–15 August 2017 in Matsue, Shimane, Japan. The conference covered topics ranging from information hiding and security, and multimedia signal processing and networking, to bio-inspired multimedia technologies and systems. This volume focuses on subjects related to multimedia security and applications, wearable computing, Internet of Things (IoT) privacy and information security, biomedical system design and applications, emerging techniques and applications, soft computing and applications, applications of image encoding and rendering, and information hiding and its criteria. Updated with the latest research outcomes and findings, the papers presented appeal to researchers and students in the corresponding fields.

Recent Advances in Multimedia Signal Processing and Communications

Mislav Grgic,Kresimir Delac,Mohammed Ghanbari
Recent Advances in Multimedia Signal Processing and Communications Book PDF

Author : Mislav Grgic,Kresimir Delac,Mohammed Ghanbari
Publisher : Springer Science & Business Media
Page : 657 pages
File Size : 50,7 Mb
Release : 2009-10-14
Category : Computers
ISBN : 9783642028991

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Recent Advances in Multimedia Signal Processing and Communications by Mislav Grgic,Kresimir Delac,Mohammed Ghanbari Pdf

The rapid increase in computing power and communication speed, coupled with computer storage facilities availability, has led to a new age of multimedia applications. This book presents recent advances in Multimedia Signal Processing and Communications.