Video Computing
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Granular Video Computing With Rough Sets Deep Learning And In Iot
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Author : Debarati Bhunia Chakraborty
language : en
Publisher: World Scientific
Release Date : 2021-02-04
Granular Video Computing With Rough Sets Deep Learning And In Iot written by Debarati Bhunia Chakraborty and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-04 with Computers categories.
This volume links the concept of granular computing using deep learning and the Internet of Things to object tracking for video analysis. It describes how uncertainties, involved in the task of video processing, could be handled in rough set theoretic granular computing frameworks. Issues such as object tracking from videos in constrained situations, occlusion/overlapping handling, measuring of the reliability of tracking methods, object recognition and linguistic interpretation in video scenes, and event prediction from videos, are the addressed in this volume. The book also looks at ways to reduce data dependency in the context of unsupervised (without manual interaction/ labeled data/ prior information) training.This book may be used both as a textbook and reference book for graduate students and researchers in computer science, electrical engineering, system science, data science, and information technology, and is recommended for both students and practitioners working in computer vision, machine learning, video analytics, image analytics, artificial intelligence, system design, rough set theory, granular computing, and soft computing.
Handbook On Soft Computing For Video Surveillance
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Author : Sankar K. Pal
language : en
Publisher: CRC Press
Release Date : 2012-01-25
Handbook On Soft Computing For Video Surveillance written by Sankar K. Pal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-25 with Mathematics categories.
Information on integrating soft computing techniques into video surveillance is widely scattered among conference papers, journal articles, and books. Bringing this research together in one source, Handbook on Soft Computing for Video Surveillance illustrates the application of soft computing techniques to different tasks in video surveillance. Worldwide experts in the field present novel solutions to video surveillance problems and discuss future trends. After an introduction to video surveillance systems and soft computing tools, the book gives examples of neural network-based approaches for solving video surveillance tasks and describes summarization techniques for content identification. Covering a broad spectrum of video surveillance topics, the remaining chapters explain how soft computing techniques are used to detect moving objects, track objects, and classify and recognize target objects. The book also explores advanced surveillance systems under development. Incorporating both existing and new ideas, this handbook unifies the basic concepts, theories, algorithms, and applications of soft computing. It demonstrates why and how soft computing methodologies can be used in various video surveillance problems.
Media Computing
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Author : Chitra Dorai
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Media Computing written by Chitra Dorai 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 2012-12-06 with Computers categories.
Traditionally, scientific fields have defined boundaries, and scientists work on research problems within those boundaries. However, from time to time those boundaries get shifted or blurred to evolve new fields. For instance, the original goal of computer vision was to understand a single image of a scene, by identifying objects, their structure, and spatial arrangements. This has been referred to as image understanding. Recently, computer vision has gradually been making the transition away from understanding single images to analyz ing image sequences, or video understanding. Video understanding deals with understanding of video sequences, e. g. , recognition of gestures, activities, fa cial expressions, etc. The main shift in the classic paradigm has been from the recognition of static objects in the scene to motion-based recognition of actions and events. Video understanding has overlapping research problems with other fields, therefore blurring the fixed boundaries. Computer graphics, image processing, and video databases have obvious overlap with computer vision. The main goal of computer graphics is to gener ate and animate realistic looking images, and videos. Researchers in computer graphics are increasingly employing techniques from computer vision to gen erate the synthetic imagery. A good example of this is image-based rendering and modeling techniques, in which geometry, appearance, and lighting is de rived from real images using computer vision techniques. Here the shift is from synthesis to analysis followed by synthesis.
Video Registration
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Author : Mubarak Shah
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-11
Video Registration written by Mubarak Shah 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 2013-11-11 with Computers categories.
Traditionally, scientific fields have defined boundaries, and scientists work on research problems within those boundaries. However, from time to time those boundaries get shifted or blurred to evolve new fields. For instance, the original goal of computer vision was to understand a single image of a scene, by identifying objects, their structure, and spatial arrangements. This has been referred to as image understanding. Recently, computer vision has gradually been making the transition away from understanding single images to analyz ing image sequences, or video understanding. Video understanding deals with understanding of video sequences, e. g. , recognition of gestures, activities, fa cial expressions, etc. The main shift in the classic paradigm has been from the recognition of static objects in the scene to motion-based recognition of actions and events. Video understanding has overlapping research problems with other fields, therefore blurring the fixed boundaries. Computer graphics, image processing, and video databases have obvious overlap with computer vision. The main goal of computer graphics is to gener ate and animate realistic looking images, and videos. Researchers in computer graphics are increasingly employing techniques from computer vision to gener ate the synthetic imagery. A good example of this is image-based rendering and modeling techniques, in which geometry, appearance, and lighting is de rived from real images using computer vision techniques. Here the shift is from synthesis to analysis followed by synthesis.
Readings In Multimedia Computing And Networking
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Author : Kevin Jeffay
language : en
Publisher: Morgan Kaufmann
Release Date : 2002
Readings In Multimedia Computing And Networking written by Kevin Jeffay and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computers categories.
Compiled for professionals working in designing, building and implementing multimedia-related hardware and applications, this volume examines media and content processing, systems-based solutions and networking suport for multimedia data types.
Intelligent Computing Networking And Informatics
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Author : Durga Prasad Mohapatra
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-17
Intelligent Computing Networking And Informatics written by Durga Prasad Mohapatra 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 2013-12-17 with Technology & Engineering categories.
This book is composed of the Proceedings of the International Conference on Advanced Computing, Networking, and Informatics (ICACNI 2013), held at Central Institute of Technology, Raipur, Chhattisgarh, India during June 14–16, 2013. The book records current research articles in the domain of computing, networking, and informatics. The book presents original research articles, case-studies, as well as review articles in the said field of study with emphasis on their implementation and practical application. Researchers, academicians, practitioners, and industry policy makers around the globe have contributed towards formation of this book with their valuable research submissions.
Multimedia Computing
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Author : Sorel Reisman
language : en
Publisher: IGI Global
Release Date : 1993-12-31
Multimedia Computing written by Sorel Reisman and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-12-31 with Computers categories.
Multimedia computing (MMC) is becoming an increasingly popular technology. The widespread use of personal computers, together with significant scientific and economic breakthroughs in multimedia technology have begun to make multimedia a practical paradigm of end user computing, from the interactive text and graphics model that has developed since the 1950s into one that is more compatible with the digital electronic world of the next century. Although the field of multimedia computing is more than 30 years old, the rapidly changing personal computing industry has become obsessed with a set of technologies, products and practices that falls under the rubric of multimedia computing. As the industry continues to race toward the 21st century, it is becoming more and more difficult for people who are interested, but not directly involved in the development of MMC to identify and understand the important and key issues that underlie this topic. Multimedia Computing: Preparing for the 21st Century addresses the modern environment of MMC by providing you with a contemporary and extensive source book for issues surrounding MMC today and trends and issues related to the next generation of end user computing utilizing the technologies of multimedia.
Information Computing And Applications
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Author : Yuhang Yang
language : en
Publisher: Springer
Release Date : 2013-12-20
Information Computing And Applications written by Yuhang Yang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-20 with Computers categories.
This two-volume set of CCIS 391 and CCIS 392 constitutes the refereed proceedings of the Fourth International Conference on Information Computing and Applications, ICICA 2013, held in Singapore, in August 2013. The 126 revised full papers presented in both volumes were carefully reviewed and selected from 665 submissions. The papers are organized in topical sections on Internet computing and applications; engineering management and applications; intelligent computing and applications; control engineering and applications; cloud and evolutionary computing; knowledge management and applications; computational statistics and applications.
Dictionary Of Electronics Computing And Telecommunications W Rterbuch Der Elektronik Datentechnik Und Telekommunikation
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Author : Vittorio Ferretti
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Dictionary Of Electronics Computing And Telecommunications W Rterbuch Der Elektronik Datentechnik Und Telekommunikation written by Vittorio Ferretti 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 2012-12-06 with Technology & Engineering categories.
Since the first edition was published, new technologies have come up, especially in the area of convergence of Computing and Communications, accompanied by a lot of new technical terms. This second expanded and updated edition has been worked out to cope with this situation. The number of entries has been incremented by 35%. With about 159,000 entries, this dictionary offers a valuable guide to navigate through the entanglement of German and English terminology. The lexicographic concept (indication of the subject field for every term, short definitions, references to synonyms, antonyms, general and derivative terms) has been maintained, as well as the tabular layout.
Multimodal Video Characterization And Summarization
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Author : Michael A. Smith
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-12-17
Multimodal Video Characterization And Summarization written by Michael A. Smith 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 2005-12-17 with Computers categories.
Multimodal Video Characterization and Summarization is a valuable research tool for both professionals and academicians working in the video field. This book describes the methodology for using multimodal audio, image, and text technology to characterize video content. This new and groundbreaking science has led to many advances in video understanding, such as the development of a video summary. Applications and methodology for creating video summaries are described, as well as user-studies for evaluation and testing.