Information Extraction And Object Tracking In Digital Video

Author : Anonim
Publisher : BoD – Books on Demand
Page : 212 pages
File Size : 46,6 Mb
Release : 2022-08-17
Category : Computers
ISBN : 9781839694608

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Information Extraction and Object Tracking in Digital Video by Anonim Pdf

The research on computer vision systems has been increasing every day and has led to the design of multiple types of these systems with innumerous applications in our daily life. The recent advances in artificial intelligence, together with the huge amount of digital visual data now available, have boosted vision system performance in several ways. Information extraction and visual object tracking are essential tasks in the field of computer vision with a huge number of real-world applications.This book is a result of research done by several researchers and professionals who have highly contributed to the field of image processing. It contains eight chapters divided into three sections. Section 1 consists of four chapters focusing on the problem of visual tracking. Section 2 includes three chapters focusing on information extraction from images. Finally, Section 3 includes one chapter that presents new advances in image sensors.

Author : Mark T. Maybury
Publisher : John Wiley & Sons
Page : 436 pages
File Size : 43,6 Mb
Release : 2012-07-11
Category : Computers
ISBN : 9781118219522

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Multimedia Information Extraction by Mark T. Maybury Pdf

The advent of increasingly large consumer collections of audio (e.g., iTunes), imagery (e.g., Flickr), and video (e.g., YouTube) is driving a need not only for multimedia retrieval but also information extraction from and across media. Furthermore, industrial and government collections fuel requirements for stock media access, media preservation, broadcast news retrieval, identity management, and video surveillance. While significant advances have been made in language processing for information extraction from unstructured multilingual text and extraction of objects from imagery and video, these advances have been explored in largely independent research communities who have addressed extracting information from single media (e.g., text, imagery, audio). And yet users need to search for concepts across individual media, author multimedia artifacts, and perform multimedia analysis in many domains. This collection is intended to serve several purposes, including reporting the current state of the art, stimulating novel research, and encouraging cross-fertilization of distinct research disciplines. The collection and integration of a common base of intellectual material will provide an invaluable service from which to teach a future generation of cross disciplinary media scientists and engineers.

Author : Glauco Fontgalland
Publisher : Amplla Editora
Page : 256 pages
File Size : 49,9 Mb
Release : 2022-09-11
Category : Technology & Engineering
ISBN : 9786553810631

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Smart Systems by Glauco Fontgalland Pdf

This book aims to highlight the strength and state-of-art of some techniques and methods applied to intelligent systems. Rather to cover the variety of techniques and methods available in the literature, which is out of scope of this book, it focuses on those consolidated and applied and on those with high potential of implementation to smart systems. This book has fourteen chapters covering abroad range of topics in communications. The first three chapters are devoted to state-of-art and review papers on planar filters, unmanned aerial vehicles (UAV), negative group delay, nanoclusters, and tunable lights, while the remain chapters cover specific topics such as smart monitoring, V2I, high-speed links, RF and Optical sensors, composite material, metamaterial, energy harvesting, radar, SWIPT, and electromagnetic sources.

Author : Ning Xu
Publisher : Springer Nature
Page : 130 pages
File Size : 50,7 Mb
Release : 2024-06-06
Category : Electronic
ISBN : 9783031446603

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Video Object Tracking by Ning Xu Pdf

Author : Anonim
Publisher : I. K. International Pvt Ltd
Page : 1688 pages
File Size : 55,9 Mb
Release : 2013-12-30
Category : Computers
ISBN : 9788189866747

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Advances in Computer Vision and Information Technology by Anonim Pdf

The latest trends in information technology represent a new intellectual paradigm for scientific exploration and the visualization of scientific phenomena. This title covers the emerging technologies in the field. Academics, engineers, industrialists, scientists and researchers engaged in teaching, and research and development of computer science and information technology will find the book useful for their academic and research work.

Author : Vinu V Das,Janahanlal Stephen,Yogesh Chaba
Publisher : Springer
Page : 676 pages
File Size : 52,7 Mb
Release : 2011-03-15
Category : Computers
ISBN : 9783642195426

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Computer Networks and Information Technologies by Vinu V Das,Janahanlal Stephen,Yogesh Chaba Pdf

This book constitutes the refereed proceedings of the Second International Conference on Advances in Communication, Network, and Computing, CNC 2011, held in Bangalore, India, in March 2011. The 41 revised full papers, presented together with 50 short papers and 39 poster papers, were carefully reviewed and selected for inclusion in the book. The papers feature current research in the field of Information Technology, Networks, Computational Engineering, Computer and Telecommunication Technology, ranging from theoretical and methodological issues to advanced applications.

Author : Jason Brownlee
Publisher : Machine Learning Mastery
Page : 564 pages
File Size : 47,5 Mb
Release : 2019-04-04
Category : Computers
ISBN : 8210379456XXX

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Deep Learning for Computer Vision by Jason Brownlee Pdf

Step-by-step tutorials on deep learning neural networks for computer vision in python with Keras.

Author : Dey, Nilanjan,Ashour, Amira,Patra, Prasenjit Kr.
Publisher : IGI Global
Page : 328 pages
File Size : 43,5 Mb
Release : 2016-10-25
Category : Computers
ISBN : 9781522510260

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Feature Detectors and Motion Detection in Video Processing by Dey, Nilanjan,Ashour, Amira,Patra, Prasenjit Kr. Pdf

Video is one of the most important forms of multimedia available, as it is utilized for security purposes, to transmit information, promote safety, and provide entertainment. As motion is the most integral element in videos, it is important that motion detection systems and algorithms meet specific requirements to achieve accurate detection of real time events. Feature Detectors and Motion Detection in Video Processing explores innovative methods and approaches to analyzing and retrieving video images. Featuring empirical research and significant frameworks regarding feature detectors and descriptor algorithms, the book is a critical reference source for professionals, researchers, advanced-level students, technology developers, and academicians.

Author : Chengqi Zhang,Pacific Rim International Conference on Artificial Intelligence
Publisher : Springer Science & Business Media
Page : 1043 pages
File Size : 55,9 Mb
Release : 2004-08-16
Category : Computers
ISBN : 9783540228172

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PRICAI 2004: Trends in Artificial Intelligence by Chengqi Zhang,Pacific Rim International Conference on Artificial Intelligence Pdf

This book constitutes the refereed proceedings of the 8th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2004, held in Auckland, New Zealand in August 2004. The 94 revised full papers and 45 revised poster papers presented together with 3 invited contributions were carefully reviewed and selected from 356 submissions. The papers are organized in topical sections on logic and reasoning, knowledge representation and search, ontologies, planning, constraint satisfaction, machine learning, computational learning, Bayesian networks, evolutionary computing, neural networks, fuzzy logic, data mining, classification and clustering, case-based reasoning, information retrieval, agent technology, robotics, bioinformatics, image processing and computer vision, natural language processing, and speech understanding and interaction.

Author : I-Jong Lin,S.Y. Kung
Publisher : Springer Science & Business Media
Page : 184 pages
File Size : 50,6 Mb
Release : 2000-09-30
Category : Computers
ISBN : 9780792379744

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Video Object Extraction and Representation by I-Jong Lin,S.Y. Kung Pdf

“If you have built castles in the air, your work need not be lost; that is where they should be. Now put the foundations under them. ” - Henry David Thoreau, Walden Although engineering is a study entrenched firmly in belief of pr- matism, I have always believed its impact need not be limited to pr- matism. Pragmatism is not the boundaries that define engineering, just the (sometimes unforgiving) rules by which we sight our goals. This book studies two major problems of content-based video proce- ing for a media-based technology: Video Object Plane (VOP) Extr- tion and Representation, in support of the MPEG-4 and MPEG-7 video standards, respectively. After reviewing relevant image and video p- cessing techniques, we introduce the concept of Voronoi Ordered Spaces for both VOP extraction and representation to integrate shape infor- tion into low-level optimization algorithms and to derive robust shape descriptors, respectively. We implement a video object segmentation system with a novel surface optimization scheme that integrates Voronoi Ordered Spaces with existing techniques to balance visual information against predictions of models of a priori information. With these VOPs, we have explicit forms of video objects that give users the ability to - dress and manipulate video content. We outline a general methodology of robust data representation and comparison through the concept of complex partitioning mapped onto Directed Acyclic Graphs (DAGs).

Author : P.J. Narayanan,Shree K. Nayar,Heung-Yeung Shum
Publisher : Springer
Page : 980 pages
File Size : 43,6 Mb
Release : 2006-01-14
Category : Computers
ISBN : 9783540324324

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Computer Vision - ACCV 2006 by P.J. Narayanan,Shree K. Nayar,Heung-Yeung Shum Pdf

These volumes present together a total of 64 revised full papers and 128 revised posters papers. The papers are organized in topical sections on camera calibration, stereo and pose, texture, face recognition, variational methods, tracking, geometry and calibration, lighting and focus, in the first volume. The papers of the second volume cover topics as detection and applications, statistics and kernels, segmentation, geometry and statistics, signal processing, and video processing.

Author : Wei Jyh Heng,King Ngi Ngan
Publisher : World Scientific Publishing Company
Page : 200 pages
File Size : 43,7 Mb
Release : 2002-12-26
Category : Technology
ISBN : 9789813106079

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Digital Video Transition Analysis And Detection by Wei Jyh Heng,King Ngi Ngan Pdf

This book presents a comprehensive coverage of video transition analysis and detection, which is a critical technology in video indexing embodied in the recent MPEG-7 standard, defining the description interface for multimedia content. It is a timely publication, in that the MPEG-7 standard is driving the explosion of multimedia applications on the Internet. The book outlines a revolutionary system for automatic analysis and detection of transitions, which is not found in any other book.

Author : Jasni Mohamad Zain,Wan Maseri Wan Mohd,Eyas El-Qawasmeh
Publisher : Springer Science & Business Media
Page : 789 pages
File Size : 53,8 Mb
Release : 2011-06-24
Category : Computers
ISBN : 9783642221699

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Software Engineering and Computer Systems, Part I by Jasni Mohamad Zain,Wan Maseri Wan Mohd,Eyas El-Qawasmeh Pdf

This Three-Volume-Set constitutes the refereed proceedings of the Second International Conference on Software Engineering and Computer Systems, ICSECS 2011, held in Kuantan, Malaysia, in June 2011. The 190 revised full papers presented together with invited papers in the three volumes were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on software engineering; network; bioinformatics and e-health; biometrics technologies; Web engineering; neural network; parallel and distributed; e-learning; ontology; image processing; information and data management; engineering; software security; graphics and multimedia; databases; algorithms; signal processing; software design/testing; e- technology; ad hoc networks; social networks; software process modeling; miscellaneous topics in software engineering and computer systems.

Author : Yunzuo Zhang,Shasha Zhang
Publisher : Scientific Research Publishing, Inc. USA
Page : 285 pages
File Size : 52,9 Mb
Release : 2021-01-29
Category : Social Science
ISBN : 9781649970442

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Key Frame Extraction of Surveillance Video Based on Motion Analysis by Yunzuo Zhang,Shasha Zhang Pdf

Surveillance video has a wide range of applications in many fields, such as national economic construction, public security information construction, and widely adopted countries worldwide. The infrastructure of the video surveillance system has begun to take shape and is still rapid expansion. As thousands of surveillance cameras monitor and record round the clock, the amount of video data has been explosive growth. Finding the required information in a large number of surveillance videos is undoubtedly a needle in a haystack. Motion is a significant feature of video, and much meaningful visual information is contained in the movement. In many application scenarios, like road traffic monitoring, security for major events, guidance for military aircraft, and autonomous vehicle, people tend to pay more attention to the moving object. The analysis shows that the key frame extraction of surveillance video based on motion analysis has important practical significance. Hence, this book puts forward several key frame extraction methods of surveillance video around capturing the target motion state.

Author : Margarita N. Favorskaya,Lakhmi C. Jain
Publisher : Springer
Page : 295 pages
File Size : 53,8 Mb
Release : 2014-10-30
Category : Technology & Engineering
ISBN : 9783319114309

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Computer Vision in Control Systems-2 by Margarita N. Favorskaya,Lakhmi C. Jain Pdf

The research book is focused on the recent advances in computer vision methodologies and innovations in practice. The Contributions include: · Human Action Recognition: Contour-Based and Silhouette-based Approaches. · The Application of Machine Learning Techniques to Real Time Audience Analysis System. · Panorama Construction from Multi-view Cameras in Outdoor Scenes. · A New Real-Time Method of Contextual Image Description and Its Application in Robot Navigation and Intelligent Control. · Perception of Audio Visual Information for Mobile Robot Motion Control Systems. · Adaptive Surveillance Algorithms Based on the Situation Analysis. · Enhanced, Synthetic and Combined Vision Technologies for Civil Aviation. · Navigation of Autonomous Underwater Vehicles Using Acoustic and Visual Data Processing. · Efficient Denoising Algorithms for Intelligent Recognition Systems. · Image Segmentation Based on Two-dimensional Markov Chains. The book is directed to the PhD students, professors, researchers and software developers working in the areas of digital video processing and computer vision technologies.