State Of The Art In Content Based Image And Video Retrieval

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State-of-the-Art in Content-Based Image and Video Retrieval

Remco C. Veltkamp,Hans Burkhardt,Hans-Peter Kriegel
State of the Art in Content Based Image and Video Retrieval Book PDF

Author : Remco C. Veltkamp,Hans Burkhardt,Hans-Peter Kriegel
Publisher : Springer Science & Business Media
Page : 349 pages
File Size : 47,6 Mb
Release : 2013-04-17
Category : Computers
ISBN : 9789401596640

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State-of-the-Art in Content-Based Image and Video Retrieval by Remco C. Veltkamp,Hans Burkhardt,Hans-Peter Kriegel Pdf

Images and video play a crucial role in visual information systems and multimedia. There is an extraordinary number of applications of such systems in entertainment, business, art, engineering, and science. Such applications often involved large image and video collections, and therefore, searching for images and video in large collections is becoming an important operation. Because of the size of such databases, efficiency is crucial. We strongly believe that image and video retrieval need an integrated approach from fields such as image processing, shape processing, perception, database indexing, visualization, and querying, etc. This book contains a selection of results that was presented at the Dagstuhl Seminar on Content-Based Image and Video Retrieval, in December 1999. The purpose of this seminar was to bring together people from the various fields, in order to promote information exchange and interaction among researchers who are interested in various aspects of accessing the content of image and video data. The book provides an overview of the state of the art in content-based image and video retrieval. The topics covered by the chapters are integrated system aspects, as well as techniques from image processing, computer vision, multimedia, databases, graphics, signal processing, and information theory. The book will be of interest to researchers and professionals in the fields of multimedia, visual information (database) systems, computer vision, and information retrieval.

Content-Based Image and Video Retrieval

Oge Marques,Borko Furht
Content Based Image and Video Retrieval Book PDF

Author : Oge Marques,Borko Furht
Publisher : Springer Science & Business Media
Page : 189 pages
File Size : 44,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461509875

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Content-Based Image and Video Retrieval by Oge Marques,Borko Furht Pdf

Content-Based Image And Video Retrieval addresses the basic concepts and techniques for designing content-based image and video retrieval systems. It also discusses a variety of design choices for the key components of these systems. This book gives a comprehensive survey of the content-based image retrieval systems, including several content-based video retrieval systems. The survey includes both research and commercial content-based retrieval systems. Content-Based Image And Video Retrieval includes pointers to two hundred representative bibliographic references on this field, ranging from survey papers to descriptions of recent work in the area, entire books and more than seventy websites. Finally, the book presents a detailed case study of designing MUSE–a content-based image retrieval system developed at Florida Atlantic University in Boca Raton, Florida.

Content-Based Image Retrieval

Vipin Tyagi
Content Based Image Retrieval Book PDF

Author : Vipin Tyagi
Publisher : Springer
Page : 378 pages
File Size : 48,5 Mb
Release : 2018-01-15
Category : Computers
ISBN : 9789811067594

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Content-Based Image Retrieval by Vipin Tyagi Pdf

The book describes several techniques used to bridge the semantic gap and reflects on recent advancements in content-based image retrieval (CBIR). It presents insights into and the theoretical foundation of various essential concepts related to image searches, together with examples of natural and texture image types. The book discusses key challenges and research topics in the context of image retrieval, and provides descriptions of various image databases used in research studies. The area of image retrieval, and especially content-based image retrieval (CBIR), is a very exciting one, both for research and for commercial applications. The book explains the low-level features that can be extracted from an image (such as color, texture, shape) and several techniques used to successfully bridge the semantic gap in image retrieval, making it a valuable resource for students and researchers interested in the area of CBIR alike.

Artificial Intelligence for Maximizing Content Based Image Retrieval

Ma, Zongmin
Artificial Intelligence for Maximizing Content Based Image Retrieval Book PDF

Author : Ma, Zongmin
Publisher : IGI Global
Page : 450 pages
File Size : 45,6 Mb
Release : 2009-01-31
Category : Computers
ISBN : 9781605661759

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Artificial Intelligence for Maximizing Content Based Image Retrieval by Ma, Zongmin Pdf

Discusses major aspects of content-based image retrieval (CBIR) using current technologies and applications within the artificial intelligence (AI) field.

Content Based Image Retrieval Using Visual Features

Independently Published
Content Based Image Retrieval Using Visual Features Book PDF

Author : Independently Published
Publisher : Unknown
Page : 44 pages
File Size : 53,5 Mb
Release : 2017-08-08
Category : Electronic
ISBN : 1726752321

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Content Based Image Retrieval Using Visual Features by Independently Published Pdf

Present day applications require various kinds of images and pictures as a source of information for interpretation and analysis .Recently, digital content has become a significant and inevitable asset for any enterprise and the need for visual content management is on the rise as well. There has been an increase in attention towards the automated management and retrieval of digital images owing to the drastic development in the number and size of image databases. A significant and increasingly popular approach that aids in the retrieval of image data from a huge collection is called Content-based image retrieval (CBIR). Content-based image retrieval has attracted voluminous research in the last decade paving way for development of numerous techniques and systems besides creating interest on fields that support these systems. CBIR indexes the images based on the features obtained from visual content so as to facilitate speedy retrieval. This report discusses the state of the art of the content based image retrieval highlighting the main components and reviewing various approaches of CBIR focusing on efficiency of retrieval.

Content-Based Video Retrieval

Milan Petkovic,Willem Jonker
Content Based Video Retrieval Book PDF

Author : Milan Petkovic,Willem Jonker
Publisher : Springer Science & Business Media
Page : 157 pages
File Size : 44,8 Mb
Release : 2013-06-29
Category : Computers
ISBN : 9781475748659

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Content-Based Video Retrieval by Milan Petkovic,Willem Jonker Pdf

The area of content-based video retrieval is a very hot area both for research and for commercial applications. In order to design effective video databases for applications such as digital libraries, video production, and a variety of Internet applications, there is a great need to develop effective techniques for content-based video retrieval. One of the main issues in this area of research is how to bridge the semantic gap between low-Ievel features extracted from a video (such as color, texture, shape, motion, and others) and semantics that describe video concept on a higher level. In this book, Dr. Milan Petkovi6 and Prof. Dr. Willem Jonker have addressed this issue by developing and describing several innovative techniques to bridge the semantic gap. The main contribution of their research, which is the core of the book, is the development of three techniques for bridging the semantic gap: (1) a technique that uses the spatio-temporal extension of the Cobra framework, (2) a technique based on hidden Markov models, and (3) a technique based on Bayesian belief networks. To evaluate performance of these techniques, the authors have conducted a number of experiments using real video data. The book also discusses domains solutions versus general solution of the problem. Petkovi6 and Jonker proposed a solution that allows a system to be applied in multiple domains with minimal adjustments. They also designed and described a prototype video database management system, which is based on techniques they proposed in the book.

Handbook of Research on ICTs and Management Systems for Improving Efficiency in Healthcare and Social Care

Cruz-Cunha, Maria Manuela
Handbook of Research on ICTs and Management Systems for Improving Efficiency in Healthcare and Social Care Book PDF

Author : Cruz-Cunha, Maria Manuela
Publisher : IGI Global
Page : 1387 pages
File Size : 48,5 Mb
Release : 2013-04-30
Category : Medical
ISBN : 9781466639911

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Handbook of Research on ICTs and Management Systems for Improving Efficiency in Healthcare and Social Care by Cruz-Cunha, Maria Manuela Pdf

Through the use of ICT tools, such as the internet, portals, and telecommunication devices, the quality of healthcare has improved in local and global health; aiding in the development of a sustainable economy. Handbook of Research on ICTs and Management Systems for Improving Efficiency in Healthcare and Social Care brings together a valuable research collection on ICT elements needed to improve communication and collaboration between global health institutes, public and private organizations, and foundations. Highlighting the adoption and success factors in the development of technologies for healthcare, this book is essential for IT professionals, technology solution providers, researchers, and students interested in technology and its relationship with healthcare and social services.

Image and Video Retrieval

Peter Enser,Yiannis Kompatsiaris,Noel E. O'Connor,Alan Smeaton,Arnold W.M. Smeulders
Image and Video Retrieval Book PDF

Author : Peter Enser,Yiannis Kompatsiaris,Noel E. O'Connor,Alan Smeaton,Arnold W.M. Smeulders
Publisher : Springer
Page : 686 pages
File Size : 48,5 Mb
Release : 2004-06-25
Category : Computers
ISBN : 9783540278146

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Image and Video Retrieval by Peter Enser,Yiannis Kompatsiaris,Noel E. O'Connor,Alan Smeaton,Arnold W.M. Smeulders Pdf

This book constitutes the refereed proceedings of the Third International Conference on Image and Video Retrieval, CIVR 2004, held in Dublin, Ireland in July 2004. The 31 revised full papers and 44 poster papers presented were carefully reviewed and selected from 125 submissions. The papers are organized in topical sections on image annotation and user searching, image and video retrieval algorithms, person and event identification for retrieval, content-based image and video retrieval, and user perspectives.

Multimedia Database Retrieval:

Paisarn Muneesawang,Ling Guan
Multimedia Database Retrieval Book PDF

Author : Paisarn Muneesawang,Ling Guan
Publisher : Springer Science & Business Media
Page : 191 pages
File Size : 53,6 Mb
Release : 2006-12-15
Category : Computers
ISBN : 9780387346298

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Multimedia Database Retrieval: by Paisarn Muneesawang,Ling Guan Pdf

-Presents state-of-the-art in visual media retrieval. -Coverage of adaptive content-based retrieval systems and techniques in image and video database applications. -Includes a novel machine-controlled interactive retrieval (MCIR) method that optimizes image search in distributed digital libraries over the Internet.

Multimedia Systems and Content-based Image Retrieval

Sagarmay Deb
Multimedia Systems and Content based Image Retrieval Book PDF

Author : Sagarmay Deb
Publisher : IGI Global
Page : 407 pages
File Size : 54,8 Mb
Release : 2004-01-01
Category : Technology & Engineering
ISBN : 9781591401568

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Multimedia Systems and Content-based Image Retrieval by Sagarmay Deb Pdf

Business intelligence has always been considered an essential ingredient for success. However, it is not until recently that the technology has enabled organizations to generate and deploy intelligence for global competition. These technologies can be leveraged to create the intelligent enterprises of the 21st century that will not only provide excellent and customized services to their customers, but will also create business efficiency for building relationships with suppliers and other business partners on a long term basis. Creating such intelligent enterprises requires the understanding and integration of diverse enterprise components into cohesive intelligent systems. Anticipating that future enterprises need to become intelligent, Intelligent Enterprises of the 21st Century brings together the experiences and knowledge from many parts of the world to provide a compendium of high quality theoretical and applied concepts, methodologies, and techniques that help diffuse knowledge and skills required to create and manage intelligent enterprises of the 21st century for gaining sustainable competitive advantage in a global environment. This book is a comprehensive compilation of the state of the art vision and thought processes needed to design and manage globally competitive business organizations.

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 : 40,8 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.

Intelligent Healthcare Systems

Vania V. Estrela
Intelligent Healthcare Systems Book PDF

Author : Vania V. Estrela
Publisher : CRC Press
Page : 399 pages
File Size : 49,7 Mb
Release : 2023-08-04
Category : Computers
ISBN : 9781000954326

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Intelligent Healthcare Systems by Vania V. Estrela Pdf

The book sheds light on medical cyber-physical systems while addressing image processing, microscopy, security, biomedical imaging, automation, robotics, network layers’ issues, software design, and biometrics, among other areas. Hence, solving the dimensionality conundrum caused by the necessity to balance data acquisition, image modalities, different resolutions, dissimilar picture representations, subspace decompositions, compressed sensing, and communications constraints. Lighter computational implementations can circumvent the heavy computational burden of healthcare processing applications. Soft computing, metaheuristic, and deep learning ascend as potential solutions to efficient super-resolution deployment. The amount of multi-resolution and multi-modal images has been augmenting the need for more efficient and intelligent analyses, e.g., computer-aided diagnosis via computational intelligence techniques. This book consolidates the work on artificial intelligence methods and clever design paradigms for healthcare to foster research and implementations in many domains. It will serve researchers, technology professionals, academia, and students working in the area of the latest advances and upcoming technologies employing smart systems’ design practices and computational intelligence tactics for medical usage. The book explores deep learning practices within particularly difficult computational types of health problems. It aspires to provide an assortment of novel research works that focuses on the broad challenges of designing better healthcare services.

Concept-Based Video Retrieval

Cees G. M. Snoek,Marcel Worring
Concept Based Video Retrieval Book PDF

Author : Cees G. M. Snoek,Marcel Worring
Publisher : Now Publishers Inc
Page : 123 pages
File Size : 47,9 Mb
Release : 2009
Category : Database management
ISBN : 9781601982346

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Concept-Based Video Retrieval by Cees G. M. Snoek,Marcel Worring Pdf

In this paper, we review 300 references on video retrieval, indicating when text-only solutions are unsatisfactory and showing the promising alternatives which are in majority concept-based. Therefore, central to our discussion is the notion of a semantic concept: an objective linguistic description of an observable entity. Specifically, we present our view on how its automated detection, selection under uncertainty, and interactive usage might solve the major scientific problem for video retrieval: the semantic gap. To bridge the gap, we lay down the anatomy of a concept-based video search engine. We present a component-wise decomposition of such an interdisciplinary multimedia system, covering influences from information retrieval, computer vision, machine learning, and human-computer interaction. For each of the components we review state-of-the-art solutions in the literature, each having different characteristics and merits. Because of these differences, we cannot understand the progress in video retrieval without serious evaluation efforts such as carried out in the NIST TRECVID benchmark. We discuss its data, tasks, results, and the many derived community initiatives in creating annotations and baselines for repeatable experiments. We conclude with our perspective on future challenges and opportunities.

Algorithms for Image Processing and Computer Vision

J. R. Parker
Algorithms for Image Processing and Computer Vision Book PDF

Author : J. R. Parker
Publisher : John Wiley & Sons
Page : 498 pages
File Size : 49,8 Mb
Release : 2010-11-29
Category : Computers
ISBN : 9781118021880

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Algorithms for Image Processing and Computer Vision by J. R. Parker Pdf

A cookbook of algorithms for common image processing applications Thanks to advances in computer hardware and software, algorithms have been developed that support sophisticated image processing without requiring an extensive background in mathematics. This bestselling book has been fully updated with the newest of these, including 2D vision methods in content-based searches and the use of graphics cards as image processing computational aids. It’s an ideal reference for software engineers and developers, advanced programmers, graphics programmers, scientists, and other specialists who require highly specialized image processing. Algorithms now exist for a wide variety of sophisticated image processing applications required by software engineers and developers, advanced programmers, graphics programmers, scientists, and related specialists This bestselling book has been completely updated to include the latest algorithms, including 2D vision methods in content-based searches, details on modern classifier methods, and graphics cards used as image processing computational aids Saves hours of mathematical calculating by using distributed processing and GPU programming, and gives non-mathematicians the shortcuts needed to program relatively sophisticated applications. Algorithms for Image Processing and Computer Vision, 2nd Edition provides the tools to speed development of image processing applications.

Intelligent Multimedia Data Hiding

Hsiang-Cheh Huang,Wai-Chi Fang
Intelligent Multimedia Data Hiding Book PDF

Author : Hsiang-Cheh Huang,Wai-Chi Fang
Publisher : Springer
Page : 402 pages
File Size : 48,6 Mb
Release : 2007-04-25
Category : Technology & Engineering
ISBN : 9783540711698

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Intelligent Multimedia Data Hiding by Hsiang-Cheh Huang,Wai-Chi Fang Pdf

This book lays out all the latest research in the area of multimedia data hiding. The book introduces multimedia signal processing and information hiding techniques. It includes multimedia representation, digital watermarking fundamentals and requirements of watermarking. It moves on to cover the recent advances in multimedia signal processing, before presenting information hiding techniques including steganography, secret sharing and watermarking. The final part of this book includes practical applications of intelligent multimedia signal processing and data hiding systems.