Data Management For Multimedia Retrieval

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Data Management for Multimedia Retrieval

K. Selçuk Candan,Maria Luisa Sapino
Data Management for Multimedia Retrieval Book PDF

Author : K. Selçuk Candan,Maria Luisa Sapino
Publisher : Cambridge University Press
Page : 513 pages
File Size : 44,5 Mb
Release : 2010-05-31
Category : Computers
ISBN : 9781139489584

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Data Management for Multimedia Retrieval by K. Selçuk Candan,Maria Luisa Sapino Pdf

Multimedia data require specialised management techniques because the representations of colour, time, semantic concepts, and other underlying information can be drastically different from one another. This textbook on multimedia data management techniques gives a unified perspective on retrieval efficiency and effectiveness. It provides a comprehensive treatment, from basic to advanced concepts, that will be useful to readers of different levels, from advanced undergraduate and graduate students to researchers and to professionals. After introducing models for multimedia data (images, video, audio, text, and web) and for their features, such as colour, texture, shape, and time, the book presents data structures and algorithms that help store, index, cluster, classify, and access common data representations. The authors also introduce techniques, such as relevance feedback and collaborative filtering, for bridging the 'semantic gap' and present the applications of these to emerging topics, including web and social networking.

Data Management for Multimedia Retrieval

Kasim Selçuk Candan
Data Management for Multimedia Retrieval Book PDF

Author : Kasim Selçuk Candan
Publisher : Unknown
Page : 489 pages
File Size : 40,8 Mb
Release : 2010
Category : Database management
ISBN : 0511797338

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Data Management for Multimedia Retrieval by Kasim Selçuk Candan Pdf

"This comprehensive textbook presents data structures and algorithms for storing, indexing, clustering, classifying, and accessing common multimedia data representations"--Provided by publisher

Big Data Analytics for Large-Scale Multimedia Search

Stefanos Vrochidis,Benoit Huet,Edward Y. Chang,Ioannis Kompatsiaris
Big Data Analytics for Large Scale Multimedia Search Book PDF

Author : Stefanos Vrochidis,Benoit Huet,Edward Y. Chang,Ioannis Kompatsiaris
Publisher : John Wiley & Sons
Page : 376 pages
File Size : 55,9 Mb
Release : 2019-03-18
Category : Technology & Engineering
ISBN : 9781119376989

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Big Data Analytics for Large-Scale Multimedia Search by Stefanos Vrochidis,Benoit Huet,Edward Y. Chang,Ioannis Kompatsiaris Pdf

A timely overview of cutting edge technologies for multimedia retrieval with a special emphasis on scalability The amount of multimedia data available every day is enormous and is growing at an exponential rate, creating a great need for new and more efficient approaches for large scale multimedia search. This book addresses that need, covering the area of multimedia retrieval and placing a special emphasis on scalability. It reports the recent works in large scale multimedia search, including research methods and applications, and is structured so that readers with basic knowledge can grasp the core message while still allowing experts and specialists to drill further down into the analytical sections. Big Data Analytics for Large-Scale Multimedia Search covers: representation learning, concept and event-based video search in large collections; big data multimedia mining, large scale video understanding, big multimedia data fusion, large-scale social multimedia analysis, privacy and audiovisual content, data storage and management for big multimedia, large scale multimedia search, multimedia tagging using deep learning, interactive interfaces for big multimedia and medical decision support applications using large multimodal data. Addresses the area of multimedia retrieval and pays close attention to the issue of scalability Presents problem driven techniques with solutions that are demonstrated through realistic case studies and user scenarios Includes tables, illustrations, and figures Offers a Wiley-hosted BCS that features links to open source algorithms, data sets and tools Big Data Analytics for Large-Scale Multimedia Search is an excellent book for academics, industrial researchers, and developers interested in big multimedia data search retrieval. It will also appeal to consultants in computer science problems and professionals in the multimedia industry.

Multimedia Retrieval

Henk M. Blanken,Arjen P. de Vries,Henk Ernst Blok,Ling Feng
Multimedia Retrieval Book PDF

Author : Henk M. Blanken,Arjen P. de Vries,Henk Ernst Blok,Ling Feng
Publisher : Springer Science & Business Media
Page : 372 pages
File Size : 54,6 Mb
Release : 2007-08-13
Category : Computers
ISBN : 9783540728955

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Multimedia Retrieval by Henk M. Blanken,Arjen P. de Vries,Henk Ernst Blok,Ling Feng Pdf

Based on more than 10 years of teaching experience, Blanken and his coeditors have assembled all the topics that should be covered in advanced undergraduate or graduate courses on multimedia retrieval and multimedia databases. The single chapters of this textbook explain the general architecture of multimedia information retrieval systems and cover various metadata languages such as Dublin Core, RDF, or MPEG. The authors emphasize high-level features and show how these are used in mathematical models to support the retrieval process. For each chapter, there’s detail on further reading, and additional exercises and teaching material is available online.

Multimedia Database Retrieval

Paisarn Muneesawang,Ning Zhang,Ling Guan
Multimedia Database Retrieval Book PDF

Author : Paisarn Muneesawang,Ning Zhang,Ling Guan
Publisher : Springer
Page : 350 pages
File Size : 50,9 Mb
Release : 2014-10-25
Category : Computers
ISBN : 9783319117829

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Multimedia Database Retrieval by Paisarn Muneesawang,Ning Zhang,Ling Guan Pdf

This book explores multimedia applications that emerged from computer vision and machine learning technologies. These state-of-the-art applications include MPEG-7, interactive multimedia retrieval, multimodal fusion, annotation, and database re-ranking. The application-oriented approach maximizes reader understanding of this complex field. Established researchers explain the latest developments in multimedia database technology and offer a glimpse of future technologies. The authors emphasize the crucial role of innovation, inspiring users to develop new applications in multimedia technologies such as mobile media, large scale image and video databases, news video and film, forensic image databases and gesture databases. With a strong focus on industrial applications along with an overview of research topics, Multimedia Database Retrieval: Technology and Applications is an indispensable guide for computer scientists, engineers and practitioners involved in the development and use of multimedia systems. It also serves as a secondary text or reference for advanced-level students interested in multimedia technologies.

Multimedia Information Extraction

Mark T. Maybury
Multimedia Information Extraction Book PDF

Author : Mark T. Maybury
Publisher : John Wiley & Sons
Page : 436 pages
File Size : 46,5 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.

Multimedia Information Retrieval and Management

Wan-Chi Siu
Multimedia Information Retrieval and Management Book PDF

Author : Wan-Chi Siu
Publisher : Springer Science & Business Media
Page : 510 pages
File Size : 52,6 Mb
Release : 2003-01-21
Category : Business & Economics
ISBN : 3540002448

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Multimedia Information Retrieval and Management by Wan-Chi Siu Pdf

Everything you ever wanted to know about multimedia retrieval and management. This comprehensive book offers a full picture of the cutting-edge technologies necessary for a profound introduction to the field. Leading experts also cover a broad range of practical applications.

Managing and Mining Multimedia Databases

Bhavani Thuraisingham
Managing and Mining Multimedia Databases Book PDF

Author : Bhavani Thuraisingham
Publisher : CRC Press
Page : 356 pages
File Size : 44,7 Mb
Release : 2001-06-28
Category : Computers
ISBN : 0849300371

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Managing and Mining Multimedia Databases by Bhavani Thuraisingham Pdf

There is now so much data on the Web that managing it with conventional tools is becoming almost impossible. To manage this data, provide interoperability and warehousing between multiple data sources and systems, and extract information from the databases and warehouses, various tools are being developed. In fact, developments in multimedia database management have exploded during the past decade. To date, however, there has been little information available on providing a complete set of services for multimedia databases, including their management, mining, and integration on the Web for electronic enterprises. Managing and Mining Multimedia Databases fills that gap. Focusing on managing and mining multimedia databases for electronic commerce and business, it explores database management system techniques for text, image, audio, and video databases. It addresses the issues and challenges of mining multimedia databases to extract information, and discusses the directions and challenges related to integrating multimedia databases for the Web, particularly for e-business. This book provides a comprehensive overview of multimedia data management and mining technologies, from the underlying concepts, architectures, and data models for multimedia database systems to the technologies that support multimedia data management on the Web, privacy issues, and emerging standards, prototypes, and products. Designed for technical managers, executives, and technologists, it offers your only opportunity to learn about both multimedia data management and multimedia data mining within a single book.

Principles of Multimedia Database Systems

V. S. Subrahmanian
Principles of Multimedia Database Systems Book PDF

Author : V. S. Subrahmanian
Publisher : Morgan Kaufmann
Page : 482 pages
File Size : 44,7 Mb
Release : 1998
Category : Computers
ISBN : UOM:39015047473460

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Principles of Multimedia Database Systems by V. S. Subrahmanian Pdf

Until recently, databases contained easily indexed numbers and text. Today, in the age of powerful, graphically based computers, and the world wide web, databases are likely to contain a much greater variety of data forms, including images, sound, video clips, and even handwritten documents. When multimedia databases are the norm, traditional methods of working with databases no longer apply. How do you query a video library, or an image database containing x-rays, or sounds in an audio database? Principles of Multimedia Database Systems explains how to work with these new multimedia data forms. It is the first comprehensive treatment of the skills and techniques required to build, maintain, and query multimedia databases. This book presents the mix of techniques necessary for working with multimedia databases, including synthetic solutions for the design and deployment of multimedia database systems. Because rapid technological developments are constantly changing the landscape of multimedia databases, the book teaches basic theoretical principles applicable to any database. * Covers the major issues of multimedia database design, with a strong focus on distributed multimedia databases. * Discusses important topics including how to organize the vast data types, storage and retrieval, and creation and delivery of multimedia presentations. * Organized around the lively scenario of a crime-fighting database that evolves as new concepts are introduced. * Includes numerous exercises and suggestions for programming projects. * Additional materials on the web include updates, on-line supplements, and links to downloadable software.

Multimedia Database Systems

Kingsley C. Nwosu,B. Thuraisingham,P. Bruce Berra
Multimedia Database Systems Book PDF

Author : Kingsley C. Nwosu,B. Thuraisingham,P. Bruce Berra
Publisher : Springer Science & Business Media
Page : 393 pages
File Size : 48,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461304630

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Multimedia Database Systems by Kingsley C. Nwosu,B. Thuraisingham,P. Bruce Berra Pdf

Multimedia Database Systems: Design and Implementation Strategies is a compendium of the state-of-the-art research and development work pertaining to the problems and issues in the design and development of multimedia database systems. The chapters in the book are developed from presentations given at previous meetings of the International Workshop on Multi-Media Data Base Management Systems (IW-MMDBMS), and address the following issues: development of adequate multimedia database models, design of multimedia database query and retrieval languages, design of indexing and organization techniques, development of efficient and reliable storage models, development of efficient and dependable retrieval and delivery strategies, and development of flexible, adaptive, and reliable presentation techniques.

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 : 40,5 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 Database Management Systems

Guojun Lu
Multimedia Database Management Systems Book PDF

Author : Guojun Lu
Publisher : Artech House Computing Library
Page : 410 pages
File Size : 55,6 Mb
Release : 1999
Category : Computers
ISBN : UCSC:32106015609248

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Multimedia Database Management Systems by Guojun Lu Pdf

Traditional database management systems can't handle the demands of managing multimedia data. with the rapid growth of multimedia platforms and the world wide web, database management systems must now process, store, index, and retrieve alphanumeric data, bitmapped and vector-based graphics, and video and audio clips both compressed and uncompressed. The comprehensive, systematic approach of Multimedia Database Management Systems presents you with current and emerging methods for managing the increasing demands of multimedia databases and their inherent design and architecture issues.

Multimedia Data Management

Wolfgang Klas,Amit Sheth
Multimedia Data Management Book PDF

Author : Wolfgang Klas,Amit Sheth
Publisher : McGraw-Hill Companies
Page : 430 pages
File Size : 44,9 Mb
Release : 1998
Category : Computers
ISBN : UOM:39015043806721

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Multimedia Data Management by Wolfgang Klas,Amit Sheth Pdf

Here is the authoritative handbook on multimedia metadata and data management. In one volume, it gathers a wealth of information from the field's leading international experts in this emerging specialty. Multimedia data -- text, image, voice, and video -- poses unique challenges to product developers and database professionals in midsized to giant organizations. They need to know how multimedia can be effectively stored, accessed, and integrated into applications. The key is "metadata", which acts as an umbrella for multimedia data and allows it to be modeled and managed. In this invaluable guide, well-known contributors from the U.S., Japan, and Europe examine the metadata concept, present relevant standards, and discuss its global use in video databases, speech documents, satellite and medical imaging, and other applications.

Multimedia Database Management Systems

B. Thuraisingham,Kingsley C. Nwosu,P. Bruce Berra
Multimedia Database Management Systems Book PDF

Author : B. Thuraisingham,Kingsley C. Nwosu,P. Bruce Berra
Publisher : Springer Science & Business Media
Page : 164 pages
File Size : 53,7 Mb
Release : 1997-02-28
Category : Computers
ISBN : 0792398866

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Multimedia Database Management Systems by B. Thuraisingham,Kingsley C. Nwosu,P. Bruce Berra Pdf

Multimedia Database Management Systems brings together in one place important contributions and up-to-date research results in this important area. Multimedia Database Management Systems serves as an excellent reference, providing insight into some of the most important research issues in the field.

Multimedia Database Management Systems

B. Prabhakaran
Multimedia Database Management Systems Book PDF

Author : B. Prabhakaran
Publisher : Springer Science & Business Media
Page : 212 pages
File Size : 55,6 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461562351

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Multimedia Database Management Systems by B. Prabhakaran Pdf

Multimedia Database Management Systems presents the issues and the techniques used in building multimedia database management systems. Chapter 1 provides an overview of multimedia databases and underlines the new requirements for these applications. Chapter 2 discusses the techniques used for storing and retrieving multimedia objects. Chapter 3 presents the techniques used for generating metadata for various media objects. Chapter 4 examines the mechanisms used for storing the index information needed for accessing different media objects. Chapter 5 analyzes the approaches for modeling media objects, both their temporal and spatial characteristics. Object-oriented approach, with some additional features, has been widely used to model multimedia information. The book discusses two systems that use object-oriented models: OVID (Object Video Information Database) and Jasmine. The models for representing temporal and spatial requirements of media objects are then studied. The book also describes authoring techniques used for specifying temporal and spatial characteristics of multimedia databases. Chapter 6 explains different types of multimedia queries, the methodologies for processing them and the language features for describing them. The features offered by query languages such as SQL/MM (Structured Query Language for Multimedia), PICQUERY+, and Video SQL are also studied. Chapter 7 deals with the communication requirements for multimedia databases. A client accessing multimedia data over computer networks needs to identify a schedule for retrieving various media objects composing the database. The book identifies possible ways for generating a retrieval schedule. Chapter 8 ties together the techniques discussed in the previous chapters by providing a simple architecture of a distributed multimedia database management system. Multimedia Database Management Systems can be used as a text for graduate students and researchers working in the area of multimedia databases. In addition, the book serves as essential reading material for computer professionals who are in (or moving to) the area of multimedia databases.