Smart Algorithms For Multimedia And Imaging

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Smart Algorithms for Multimedia and Imaging

Michael N. Rychagov,Ekaterina V. Tolstaya,Mikhail Y. Sirotenko
Smart Algorithms for Multimedia and Imaging Book PDF

Author : Michael N. Rychagov,Ekaterina V. Tolstaya,Mikhail Y. Sirotenko
Publisher : Springer Nature
Page : 433 pages
File Size : 40,6 Mb
Release : 2021-05-05
Category : Technology & Engineering
ISBN : 9783030667412

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Smart Algorithms for Multimedia and Imaging by Michael N. Rychagov,Ekaterina V. Tolstaya,Mikhail Y. Sirotenko Pdf

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

Anup Basu,Stefano Berretti
Smart Multimedia Book PDF

Author : Anup Basu,Stefano Berretti
Publisher : Springer
Page : 458 pages
File Size : 54,5 Mb
Release : 2018-12-08
Category : Computers
ISBN : 9783030043759

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Smart Multimedia by Anup Basu,Stefano Berretti Pdf

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

Pardeep Kumar,Amit Kumar Singh
Machine Learning for Intelligent Multimedia Analytics Book PDF

Author : Pardeep Kumar,Amit Kumar Singh
Publisher : Springer Nature
Page : 341 pages
File Size : 49,6 Mb
Release : 2021-01-16
Category : Technology & Engineering
ISBN : 9789811594922

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Machine Learning for Intelligent Multimedia Analytics by Pardeep Kumar,Amit Kumar Singh Pdf

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

Nasser Kehtarnavaz,Mark Noel Gamadia
Real time Image and Video Processing Book PDF

Author : Nasser Kehtarnavaz,Mark Noel Gamadia
Publisher : Morgan & Claypool Publishers
Page : 109 pages
File Size : 43,8 Mb
Release : 2006
Category : Computers
ISBN : 9781598290523

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Real-time Image and Video Processing by Nasser Kehtarnavaz,Mark Noel Gamadia Pdf

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

Marilyn Wolf
Smart Camera Design Book PDF

Author : Marilyn Wolf
Publisher : Springer
Page : 226 pages
File Size : 40,6 Mb
Release : 2017-11-28
Category : Technology & Engineering
ISBN : 9783319695235

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Smart Camera Design by Marilyn Wolf Pdf

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.

Emerging Technologies in Intelligent Applications for Image and Video Processing

Santhi, V.
Emerging Technologies in Intelligent Applications for Image and Video Processing Book PDF

Author : Santhi, V.
Publisher : IGI Global
Page : 518 pages
File Size : 53,6 Mb
Release : 2016-01-07
Category : Computers
ISBN : 9781466696860

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Emerging Technologies in Intelligent Applications for Image and Video Processing by Santhi, V. Pdf

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.

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 : 55,9 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.

Image and Video Compression for Multimedia Engineering

Yun-Qing Shi,Huifang Sun
Image and Video Compression for Multimedia Engineering Book PDF

Author : Yun-Qing Shi,Huifang Sun
Publisher : CRC Press
Page : 580 pages
File Size : 41,5 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781420007268

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Image and Video Compression for Multimedia Engineering by Yun-Qing Shi,Huifang Sun Pdf

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.

Smart Multimedia

Troy McDaniel,Stefano Berretti,Igor D. D. Curcio,Anup Basu
Smart Multimedia Book PDF

Author : Troy McDaniel,Stefano Berretti,Igor D. D. Curcio,Anup Basu
Publisher : Springer Nature
Page : 532 pages
File Size : 49,8 Mb
Release : 2020-07-31
Category : Computers
ISBN : 9783030544072

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Smart Multimedia by Troy McDaniel,Stefano Berretti,Igor D. D. Curcio,Anup Basu Pdf

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.

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 : 44,7 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.

Emerging Technologies for Computing, Communication and Smart Cities

Pradeep Kumar Singh,Maheshkumar H. Kolekar,Sudeep Tanwar,Sławomir T. Wierzchoń,Raj K. Bhatnagar
Emerging Technologies for Computing Communication and Smart Cities Book PDF

Author : Pradeep Kumar Singh,Maheshkumar H. Kolekar,Sudeep Tanwar,Sławomir T. Wierzchoń,Raj K. Bhatnagar
Publisher : Springer Nature
Page : 778 pages
File Size : 53,5 Mb
Release : 2022-04-21
Category : Technology & Engineering
ISBN : 9789811902840

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Emerging Technologies for Computing, Communication and Smart Cities by Pradeep Kumar Singh,Maheshkumar H. Kolekar,Sudeep Tanwar,Sławomir T. Wierzchoń,Raj K. Bhatnagar Pdf

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.

Image and Video Compression for Multimedia Engineering

Yun Q. Shi,Huifang Sun
Image and Video Compression for Multimedia Engineering Book PDF

Author : Yun Q. Shi,Huifang Sun
Publisher : CRC Press
Page : 504 pages
File Size : 52,5 Mb
Release : 1999-12-20
Category : Technology & Engineering
ISBN : 0849334918

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Image and Video Compression for Multimedia Engineering by Yun Q. Shi,Huifang Sun Pdf

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.

Intelligent Computing Techniques for Smart Energy Systems

Anshuman Tripathi,Amit Soni,Ashish Shrivastava,Anil Swarnkar,Jagrati Sahariya
Intelligent Computing Techniques for Smart Energy Systems Book PDF

Author : Anshuman Tripathi,Amit Soni,Ashish Shrivastava,Anil Swarnkar,Jagrati Sahariya
Publisher : Springer Nature
Page : 775 pages
File Size : 48,7 Mb
Release : 2022-06-13
Category : Technology & Engineering
ISBN : 9789811902529

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Intelligent Computing Techniques for Smart Energy Systems by Anshuman Tripathi,Amit Soni,Ashish Shrivastava,Anil Swarnkar,Jagrati Sahariya Pdf

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.

Intelligent Multimedia Processing with Soft Computing

Yap Peng Tan,Kim-Hui Yap,Lipo Wang
Intelligent Multimedia Processing with Soft Computing Book PDF

Author : Yap Peng Tan,Kim-Hui Yap,Lipo Wang
Publisher : Springer
Page : 474 pages
File Size : 41,9 Mb
Release : 2006-09-15
Category : Computers
ISBN : 9783540323679

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Intelligent Multimedia Processing with Soft Computing by Yap Peng Tan,Kim-Hui Yap,Lipo Wang Pdf

Soft computing represents a collection of techniques, such as neural networks, evolutionary computation, fuzzy logic, and probabilistic reasoning. As - posed to conventional "hard" computing, these techniques tolerate impre- sion and uncertainty, similar to human beings. In the recent years, successful applications of these powerful methods have been published in many dis- plines in numerous journals, conferences, as well as the excellent books in this book series on Studies in Fuzziness and Soft Computing. This volume is dedicated to recent novel applications of soft computing in multimedia processing. The book is composed of 21 chapters written by experts in their respective fields, addressing various important and timely problems in multimedia computing such as content analysis, indexing and retrieval, recognition and compression, processing and filtering, etc. In the chapter authored by Guan, Muneesawang, Lay, Amin, and Lee, a radial basis function network with Laplacian mixture model is employed to perform image and video retrieval. D. Androutsos, P. Androutsos, Plataniotis, and Venetsanopoulos investigate color image indexing and retrieval within a small-world framework. Wu and Yap develop a framework of fuzzy relevance feedback to model the uncertainty of users' subjective perception in image retrieval.

Multimedia Interaction and Intelligent User Interfaces

Ling Shao,Caifeng Shan,Jiebo Luo,Minoru Etoh
Multimedia Interaction and Intelligent User Interfaces Book PDF

Author : Ling Shao,Caifeng Shan,Jiebo Luo,Minoru Etoh
Publisher : Springer Science & Business Media
Page : 302 pages
File Size : 40,8 Mb
Release : 2010-09-11
Category : Computers
ISBN : 9781849965071

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Multimedia Interaction and Intelligent User Interfaces by Ling Shao,Caifeng Shan,Jiebo Luo,Minoru Etoh Pdf

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.