Smart Algorithms For Multimedia And Imaging

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Smart Algorithms for Multimedia and Imaging

Author : Michael N. Rychagov
Publisher : Springer Nature
ISBN 13 : 3030667413
Total Pages : 433 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Smart Algorithms for Multimedia and Imaging by : Michael N. Rychagov

Download or read book Smart Algorithms for Multimedia and Imaging written by Michael N. Rychagov and published by Springer Nature. This book was released on 2021-05-05 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents prospective, industrially proven methods and software solutions for storing, processing, and viewing multimedia content on digital cameras, camcorders, TV, and mobile devices. Most of the algorithms described here are implemented as systems on chip firmware or as software products and have low computational complexity and memory consumption. In the four parts of the book, which contains a total of 16 chapters, the authors address solutions for the conversion of images and videos by super-resolution, depth estimation and control and mono-to-stereo (2D to 3D) conversion; display applications by video editing; the real-time detection of sport episodes; and the generation and reproduction of natural effects. The practical principles of machine learning are illustrated using technologies such as image classification as a service, mobile user profiling, and automatic view planning with dictionary-based compressed sensing in magnetic resonance imaging. The implementation of these technologies in mobile devices is discussed in relation to algorithms using a depth camera based on a colour-coded aperture, the animated graphical abstract of an image, a motion photo, and approaches and methods for iris recognition on mobile platforms. The book reflects the authors’ practical experience in the development of algorithms for industrial R&D and the commercialization of technologies. Explains digital techniques for digital cameras, camcorders, TV, mobile devices; Offers essential algorithms for the processing pipeline in multimedia devices and accompanying software tools; Features advanced topics on data processing, addressing current technology challenges.

Smart Multimedia

Author : Anup Basu
Publisher : Springer
ISBN 13 : 3030043754
Total Pages : 458 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Smart Multimedia by : Anup Basu

Download or read book Smart Multimedia written by Anup Basu and published by Springer. This book was released on 2018-12-08 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the First International Conference on Smart Multimedia, ICSM 2018, which was held in Toulon, France, in August 2018. The 39 papers presented were selected from about 100 submissions and are grouped in sections on social, affective and cognition analysis, person-centered smart multimedia: serving people with disabilities to the general population, haptic and robots for smart multimedia applications, MR, 3D, underwater image processing, smart signal processing meets smart sensing, visual behavior analysis: methods and applications, video analysis, learning, low-level vision, miscellaneous.

Machine Learning for Intelligent Multimedia Analytics

Author : Pardeep Kumar
Publisher : Springer Nature
ISBN 13 : 9811594929
Total Pages : 341 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Machine Learning for Intelligent Multimedia Analytics by : Pardeep Kumar

Download or read book Machine Learning for Intelligent Multimedia Analytics written by Pardeep Kumar and published by Springer Nature. This book was released on 2021-01-16 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Real-time Image and Video Processing

Author : Nasser Kehtarnavaz
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1598290525
Total Pages : 109 pages
Book Rating : 4.5/5 (982 download)

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Book Synopsis Real-time Image and Video Processing by : Nasser Kehtarnavaz

Download or read book Real-time Image and Video Processing written by Nasser Kehtarnavaz and published by Morgan & Claypool Publishers. This book was released on 2006 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: Real-Time Image and Video Processing presents an overview of the guidelines and strategies for transitioning an image or video processing algorithm from a research environment into a real-time constrained environment. Such guidelines and strategies are scattered in the literature of various disciplines including image processing, computer engineering, and software engineering, and thus have not previously appeared in one place. By bringing these strategies into one place, the book is intended to serve the greater community of researchers, practicing engineers, industrial professionals, who are interested in taking an image or video processing algorithm from a research environment to an actual real-time implementation on a resource constrained hardware platform. These strategies consist of algorithm simplifications, hardware architectures, and software methods.Throughout the book, carefully selected, representative examples from the literature are presented to illustrate the discussed concepts. After reading the book, readers will have a strong understanding of the wide variety of techniques and tools involved in designing a real-time image or video processing system.

Smart Camera Design

Author : Marilyn Wolf
Publisher : Springer
ISBN 13 : 3319695231
Total Pages : 226 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Smart Camera Design by : Marilyn Wolf

Download or read book Smart Camera Design written by Marilyn Wolf and published by Springer. This book was released on 2017-11-28 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the algorithms and computer architectures used to create and analyze photographs in modern digital cameras. It also puts the capabilities of digital cameras into context for applications in art, entertainment, and video analysis. The author discusses the entire range of topics relevant to digital camera design, including image processing, computer vision, image sensors, system-on-chip, and optics, while clearly describing the interactions between design decisions at these different levels of abstraction. Readers will benefit from this comprehensive view of digital camera design, describing the range of algorithms used to compose, enhance, and analyze images, as well as the characteristics of optics, image sensors, and computing platforms that determine the physical limits of image capture and computing. The content is designed to be used by algorithm designers and does not require an extensive background in optics or electronics.

Smart Multimedia

Author : Troy McDaniel
Publisher : Springer Nature
ISBN 13 : 3030544079
Total Pages : 532 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Smart Multimedia by : Troy McDaniel

Download or read book Smart Multimedia written by Troy McDaniel and published by Springer Nature. This book was released on 2020-07-31 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Second International Conference on Smart Multimedia, ICSM 2019, which was held in San Diego, CA, USA, in December 2019. The 45 papers presented were selected from about 100 submissions and are grouped in sections on 3D mesh and depth image processing; image understanding; miscellaneous; smart multimedia for citizen-centered smart living; 3D perception and applications; video applications; multimedia in medicine; haptics and applications; smart multimedia beyond the visible spectrum; machine learning for multimedia; image segmentation and processing; biometrics; 3D and image processing; and smart social and connected household products.

Advances in Intelligent Information Hiding and Multimedia Signal Processing

Author : Jeng-Shyang Pan
Publisher : Springer
ISBN 13 : 9811397147
Total Pages : 416 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Advances in Intelligent Information Hiding and Multimedia Signal Processing by : Jeng-Shyang Pan

Download or read book Advances in Intelligent Information Hiding and Multimedia Signal Processing written by Jeng-Shyang Pan and published by Springer. This book was released on 2019-07-10 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Artificial Intelligence for Multimedia Information Processing

Author : Xavier Savarimuthu
Publisher : CRC Press
ISBN 13 : 1040037321
Total Pages : 343 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Artificial Intelligence for Multimedia Information Processing by : Xavier Savarimuthu

Download or read book Artificial Intelligence for Multimedia Information Processing written by Xavier Savarimuthu and published by CRC Press. This book was released on 2024-06-14 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Image and Video Compression for Multimedia Engineering

Author : Yun-Qing Shi
Publisher : CRC Press
ISBN 13 : 1420007262
Total Pages : 580 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Image and Video Compression for Multimedia Engineering by : Yun-Qing Shi

Download or read book Image and Video Compression for Multimedia Engineering written by Yun-Qing Shi and published by CRC Press. This book was released on 2017-12-19 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimedia hardware still cannot accommodate the demand for large amounts of visual data. Without the generation of high-quality video bitstreams, limited hardware capabilities will continue to stifle the advancement of multimedia technologies. Thorough grounding in coding is needed so that applications such as MPEG-4 and JPEG 2000 may come to fruition. Image and Video Compression for Multimedia Engineering provides a solid, comprehensive understanding of the fundamentals and algorithms that lead to the creation of new methods for generating high quality video bit streams. The authors present a number of relevant advances along with international standards. New to the Second Edition · A chapter describing the recently developed video coding standard, MPEG-Part 10 Advances Video Coding also known as H.264 · Fundamental concepts and algorithms of JPEG2000 · Color systems of digital video · Up-to-date video coding standards and profiles Visual data, image, and video coding will continue to enable the creation of advanced hardware, suitable to the demands of new applications. Covering both image and video compression, this book yields a unique, self-contained reference for practitioners tobuild a basis for future study, research, and development.

Emerging Technologies in Intelligent Applications for Image and Video Processing

Author : Santhi, V.
Publisher : IGI Global
ISBN 13 : 1466696869
Total Pages : 518 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Emerging Technologies in Intelligent Applications for Image and Video Processing by : Santhi, V.

Download or read book Emerging Technologies in Intelligent Applications for Image and Video Processing written by Santhi, V. and published by IGI Global. This book was released on 2016-01-07 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Image and Video Processing is an active area of research due to its potential applications for solving real-world problems. Integrating computational intelligence to analyze and interpret information from image and video technologies is an essential step to processing and applying multimedia data. Emerging Technologies in Intelligent Applications for Image and Video Processing presents the most current research relating to multimedia technologies including video and image restoration and enhancement as well as algorithms used for image and video compression, indexing and retrieval processes, and security concerns. Featuring insight from researchers from around the world, this publication is designed for use by engineers, IT specialists, researchers, and graduate level students.

Deep Learning for Multimedia Processing Applications

Author : Uzair Aslam Bhatti
Publisher : CRC Press
ISBN 13 : 1003828051
Total Pages : 481 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Deep Learning for Multimedia Processing Applications by : Uzair Aslam Bhatti

Download or read book Deep Learning for Multimedia Processing Applications written by Uzair Aslam Bhatti and published by CRC Press. This book was released on 2024-02-21 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Emerging Technologies for Computing, Communication and Smart Cities

Author : Pradeep Kumar Singh
Publisher : Springer Nature
ISBN 13 : 9811902844
Total Pages : 778 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Emerging Technologies for Computing, Communication and Smart Cities by : Pradeep Kumar Singh

Download or read book Emerging Technologies for Computing, Communication and Smart Cities written by Pradeep Kumar Singh and published by Springer Nature. This book was released on 2022-04-21 with total page 778 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents best selected papers presented at the Second International Conference on Emerging Technologies for Computing, Communication and Smart Cities (ETCCS 2021) held on 21-22 August 2021 at BFCET, Punjab, India. IEI India members supported externally. It is co-organized by Southern Federal University, Russia; University of Jan Wyżykowski (UJW), Polkowice, Poland, SD College of Engineering & Technology, Muzaffarnagar Nagar, India as an academic partner and CSI, India for technical support. The book includes current research works in the areas of network and computing technologies, wireless networks and Internet of things (IoT), futuristic computing technologies, communication technologies, security and privacy.

Intelligent Computing Techniques for Smart Energy Systems

Author : Anshuman Tripathi
Publisher : Springer Nature
ISBN 13 : 9811902526
Total Pages : 775 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Intelligent Computing Techniques for Smart Energy Systems by : Anshuman Tripathi

Download or read book Intelligent Computing Techniques for Smart Energy Systems written by Anshuman Tripathi and published by Springer Nature. This book was released on 2022-06-13 with total page 775 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book compiles the best selected research papers presented during the 2nd International Conference on Intelligent Computing Techniques for Smart Energy Systems (ICTSES 2021), held at Manipal University, Jaipur, Rajasthan, India. It presents the diligent work of the research community where intelligent computing techniques are applied in allied fields of engineering ranging from engineering materials to electrical engineering to electronics and communication engineering- to computer-related fields. The theoretical research concepts are supported with extensive reviews highlighting the trends in the possible and real-life applications of computational intelligence. The high-quality content with broad range of the topics is thoroughly peer-reviewed and published on suitable recommendations.

3D Imaging Technologies—Multidimensional Signal Processing and Deep Learning

Author : Lakhmi C. Jain
Publisher : Springer Nature
ISBN 13 : 9811631808
Total Pages : 332 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis 3D Imaging Technologies—Multidimensional Signal Processing and Deep Learning by : Lakhmi C. Jain

Download or read book 3D Imaging Technologies—Multidimensional Signal Processing and Deep Learning written by Lakhmi C. Jain and published by Springer Nature. This book was released on 2021-08-29 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents high-quality research in the field of 3D imaging technology. The second edition of International Conference on 3D Imaging Technology (3DDIT-MSP&DL) continues the good traditions already established by the first 3DIT conference (IC3DIT2019) to provide a wide scientific forum for researchers, academia and practitioners to exchange newest ideas and recent achievements in all aspects of image processing and analysis, together with their contemporary applications. The conference proceedings are published in 2 volumes. The main topics of the papers comprise famous trends as: 3D image representation, 3D image technology, 3D images and graphics, and computing and 3D information technology. In these proceedings, special attention is paid at the 3D tensor image representation, the 3D content generation technologies, big data analysis, and also deep learning, artificial intelligence, the 3D image analysis and video understanding, the 3D virtual and augmented reality, and many related areas. The first volume contains papers in 3D image processing, transforms and technologies. The second volume is about computing and information technologies, computer images and graphics and related applications. The two volumes of the book cover a wide area of the aspects of the contemporary multidimensional imaging and the related future trends from data acquisition to real-world applications based on various techniques and theoretical approaches.

Multimedia Security

Author : Kaiser J. Giri
Publisher : Springer Nature
ISBN 13 : 9811587116
Total Pages : 305 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Multimedia Security by : Kaiser J. Giri

Download or read book Multimedia Security written by Kaiser J. Giri and published by Springer Nature. This book was released on 2021-01-11 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of outstanding content written by experts working in the field of multimedia security. It provides an insight about various techniques used in multimedia security and identifies its progress in both technological and algorithmic perspectives. In the contemporary world, digitization offers an effective mechanism to process, preserve and transfer all types of information. The incredible progresses in computing and communication technologies augmented by economic feasibility have revolutionized the world. The availability of efficient algorithms together with inexpensive digital recording and storage peripherals have created a multimedia era bringing conveniences to people in sharing the digital data that includes images, audio and video. The ever-increasing pace, at which the multimedia and communication technology is growing, has also made it possible to combine, replicate and distribute the content faster and easier, thereby empowering mankind by having a wealth of information at their disposal. However, security of multimedia is giving tough time to the research community around the globe, due to ever-increasing and efficient attacks carried out on multimedia data by intruders, eves-droppers and hackers. Further, duplication, unauthorized use and mal-distribution of digital content have become a serious challenge as it leads to copyright violation and is considered to be the principal reason that refrains the information providers in freely sharing their proprietary digital content. The book is useful for students, researchers and professionals to advance their study.

Multimedia Interaction and Intelligent User Interfaces

Author : Ling Shao
Publisher : Springer Science & Business Media
ISBN 13 : 1849965072
Total Pages : 302 pages
Book Rating : 4.8/5 (499 download)

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Book Synopsis Multimedia Interaction and Intelligent User Interfaces by : Ling Shao

Download or read book Multimedia Interaction and Intelligent User Interfaces written by Ling Shao and published by Springer Science & Business Media. This book was released on 2010-09-11 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consumer electronics (CE) devices, providing multimedia entertainment and enabling communication, have become ubiquitous in daily life. However, consumer interaction with such equipment currently requires the use of devices such as remote controls and keyboards, which are often inconvenient, ambiguous and non-interactive. An important challenge for the modern CE industry is the design of user interfaces for CE products that enable interactions which are natural, intuitive and fun. As many CE products are supplied with microphones and cameras, the exploitation of both audio and visual information for interactive multimedia is a growing field of research. Collecting together contributions from an international selection of experts, including leading researchers in industry, this unique text presents the latest advances in applications of multimedia interaction and user interfaces for consumer electronics. Covering issues of both multimedia content analysis and human-machine interaction, the book examines a wide range of techniques from computer vision, machine learning, audio and speech processing, communications, artificial intelligence and media technology. Topics and features: introduces novel computationally efficient algorithms to extract semantically meaningful audio-visual events; investigates modality allocation in intelligent multimodal presentation systems, taking into account the cognitive impacts of modality on human information processing; provides an overview on gesture control technologies for CE; presents systems for natural human-computer interaction, virtual content insertion, and human action retrieval; examines techniques for 3D face pose estimation, physical activity recognition, and video summary quality evaluation; discusses the features that characterize the new generation of CE and examines how web services can be integrated with CE products for improved user experience. This book is an essential resource for researchers and practitioners from both academia and industry working in areas of multimedia analysis, human-computer interaction and interactive user interfaces. Graduate students studying computer vision, pattern recognition and multimedia will also find this a useful reference.

Image and Video Compression for Multimedia Engineering

Author : Yun Q. Shi
Publisher : CRC Press
ISBN 13 : 9780849334917
Total Pages : 504 pages
Book Rating : 4.3/5 (349 download)

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Book Synopsis Image and Video Compression for Multimedia Engineering by : Yun Q. Shi

Download or read book Image and Video Compression for Multimedia Engineering written by Yun Q. Shi and published by CRC Press. This book was released on 1999-12-20 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced technologies have increased demands for visual information and higher quality video frames, as with 3-D movies, games, and HDTV. This taxes the available technologies and creates a gap between the huge amount of visual data required for multimedia applications and the still-limited hardware capabilities. Image and Video Compression for Multimedia Engineering bridges the gap with concise, authoritative information on video and image coding. The tutorial provides a solid, comprehensive understanding of the fundamentals and algorithms of coding and details all of the relevant international coding standards. It presents recent findings on defining methods for generating high quality video bitstreams. The authors present recent research results and cover emerging technologies. With the growing popularity of the applications that use large amounts of visual data, image and video coding is an active and dynamic field. Coverage of both image and video compression in this book yields a unique, self-contained reference, appropriate for all related professions. Image and Video Compression for Multimedia Engineering builds a basis for future study, research, and development.