Advanced Query Processing on Large Multimedia Databases

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Publisher :
ISBN 13 :
Total Pages : 308 pages
Book Rating : 4.:/5 (768 download)

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Book Synopsis Advanced Query Processing on Large Multimedia Databases by : Jialie Shen

Download or read book Advanced Query Processing on Large Multimedia Databases written by Jialie Shen and published by . This book was released on 2006 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced Query Processing

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Publisher : Springer Science & Business Media
ISBN 13 : 3642283233
Total Pages : 355 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Advanced Query Processing by : Barbara Catania

Download or read book Advanced Query Processing written by Barbara Catania and published by Springer Science & Business Media. This book was released on 2012-07-28 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research book presents key developments, directions, and challenges concerning advanced query processing for both traditional and non-traditional data. A special emphasis is devoted to approximation and adaptivity issues as well as to the integration of heterogeneous data sources. The book will prove useful as a reference book for senior undergraduate or graduate courses on advanced data management issues, which have a special focus on query processing and data integration. It is aimed for technologists, managers, and developers who want to know more about emerging trends in advanced query processing.

Multimedia Database Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3642609503
Total Pages : 333 pages
Book Rating : 4.6/5 (426 download)

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Book Synopsis Multimedia Database Systems by : V.S. Subrahmanian

Download or read book Multimedia Database Systems written by V.S. Subrahmanian and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rapid growth in the use of computers to manipulate, process, and reason about multimedia data, the problem of how to store and retrieve such data is becoming increasingly important. Thus, although the field of multimedia database systems is only about 5 years old, it is rapidly becoming a focus for much excitement and research effort. Multimedia database systems are intended to provide unified frameworks for requesting and integrating information in a wide variety of formats, such as audio and video data, document data, and image data. Such data often have special storage requirements that are closely coupled to the various kinds of devices that are used for recording and presenting the data, and for each form of data there are often multiple representations and multiple standards - all of which make the database integration task quite complex. Some of the problems include: - what a multimedia database query means - what kinds of languages to use for posing queries - how to develop compilers for such languages - how to develop indexing structures for storing media on ancillary devices - data compression techniques - how to present and author presentations based on user queries. Although approaches are being developed for a number of these problems, they have often been ad hoc in nature, and there is a need to provide a princi pled theoretical foundation.

Data Management for Multimedia Retrieval

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Publisher : Cambridge University Press
ISBN 13 : 1139489585
Total Pages : 513 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Data Management for Multimedia Retrieval by : K. Selçuk Candan

Download or read book Data Management for Multimedia Retrieval written by K. Selçuk Candan and published by Cambridge University Press. This book was released on 2010-05-31 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advanced Indexing and Query Processing for Multidimensional Databases

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (695 download)

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Book Synopsis Advanced Indexing and Query Processing for Multidimensional Databases by :

Download or read book Advanced Indexing and Query Processing for Multidimensional Databases written by and published by . This book was released on 2007 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Many new applications, such as multimedia databases, employ the so-called feature transformation which transforms important features or properties of data objects into high-dimensional points. Searching for 'similar' or 'non-dominated' objects based on these features is thus a search of points in this feature space. To support efficient query processing in these high dimensional databases, high-dimensional indexes are required to prune the search space and efficient query processing strategies employing these indexes have to be designed. Based on an analysis of typical advanced database systems - such as multimedia databases, electronic market places, and decision support systems - the following four challenging characteristics of complexity are detected: high-dimensionality nature of data, re-usability of existing index structures, novel (more expressive) query operators for advanced database systems and efficient analysis of complex high-dimensional data. Therefore, the general goal of this thesis is the improvement of the efficiency of index based query processing in high-dimensional data spaces and the development of novel query operators. The first part of this thesis deals with similarity query processing techniques. We introduce a new approach to indexing multidimensional data that is particularly suitable for the efficient incremental processing of nearest neighbor queries. The basic idea is to split the data space vertically into multiple low- and medium-dimensional data spaces. The data from each of these lower-dimensional subspaces is organized by using a standard multi-dimensional index structure. In order to perform incremental NN-queries on top of index-striping efficiently, we first develop an algorithm for merging the results received from the underlying indexes. Then, an accurate cost model relying on a power law is presented that determines an appropriate number of indexes. Moreover, we consider the problem of dimension assignment, where each dimen.

Principles of Database Query Processing for Advanced Applications

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Publisher : Morgan Kaufmann
ISBN 13 :
Total Pages : 512 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Principles of Database Query Processing for Advanced Applications by : Clement T. Yu

Download or read book Principles of Database Query Processing for Advanced Applications written by Clement T. Yu and published by Morgan Kaufmann. This book was released on 1998 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: A thorough presentation of query processing techniques in a broad range of database systems for advanced applications. Provides the most effective query processing techniques and ways to optimize the information retrieval process. Intended for database systems designers creating advanced applications.

Advanced Signature Indexing for Multimedia and Web Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 1441986367
Total Pages : 197 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Advanced Signature Indexing for Multimedia and Web Applications by : Yannis Manolopoulos

Download or read book Advanced Signature Indexing for Multimedia and Web Applications written by Yannis Manolopoulos and published by Springer Science & Business Media. This book was released on 2012-09-08 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Signature Indexing for Multimedia and Web Applications presents the latest research developments in signature-based indexing and query processing, specifically in multimedia and Web domains. These domains now demand a different designation of hashing information in bit-strings (i.e., signatures), and new indexes and query processing methods. The book provides solutions to these issues and addresses the resulting requirements, which are not adequately handled by existing approaches. Examples of these applications include: searching for similar images, representing multi-theme layers in maps, recommending products to Web-clients, and indexing large Web-log files. Special emphasis is given to structure description, implementation techniques and clear evaluation of operations performed (from a performance perspective). Advanced Signature Indexing for Multimedia and Web Applications is an excellent reference for professionals involved in the development of applications in multimedia databases or the Web and may also serve as a textbook for advanced level courses in database and information retrieval systems.

Multimedia Database in Perspective

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Publisher : Springer Science & Business Media
ISBN 13 : 1447109570
Total Pages : 373 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Multimedia Database in Perspective by : Peter M.G. Apers

Download or read book Multimedia Database in Perspective written by Peter M.G. Apers and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the last decade, multimedia has emerged as a major research and de velopment area. Pushed by advanced technology like huge-capacity storage de vices, fast networks, and powerful work stations, new applications have arisen. Many definitions of multimedia systems exist, one of them being computer sys tems that support interactive use of at least one of the following information sources: graphics, image, voice, sound, and video. These systems have caused a boom in the world of entertainment, but also in other business areas great opportunities for novel products and services are available. The size of multi media data is often huge, and the storage of huge amounts of data is a task normally allocated to database management systems. Although some modern database management systems offer facilities to support development of multi media applications, many problems related to multimedia support are still not well understood. This book reports on research efforts to solve some of these problems. An in troductory knowledge of databases, and also of operating systems and network technology is assumed. The book is very suitable as material for courses at senior or graduate level, but also for upgrading the skills of computer scientists working on database management systems, multimedia systems or applications. The book consists of four parts. Part I is called "Requirements for a Mul timedia Database" and comprises chapters one to three. Chapter one presents an outline of the book.

Searching Multimedia Databases by Content

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Publisher : Springer Science & Business Media
ISBN 13 : 9780792397779
Total Pages : 172 pages
Book Rating : 4.3/5 (977 download)

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Book Synopsis Searching Multimedia Databases by Content by : Christos Faloutsos

Download or read book Searching Multimedia Databases by Content written by Christos Faloutsos and published by Springer Science & Business Media. This book was released on 1996-09-30 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Searching Multimedia Databases by Content bridges the gap between the database and signal processing communities by providing the necessary background information for the reader and presenting it along with the intuition and mechanics of the best existing tools in each area. The first half of Searching Multimedia Databases by Content reviews the most successful database access methods, in increasing complexity, reaching up to spatial access methods and text retrieval. In all cases, the emphasis is on practical approaches that have been incorporated in commercial systems, or that seem very promising. The second half of the book uses the above access methods to achieve fast searching in a database of signals. A general methodology is presented, which suggests extracting a few good features from each multimedia object, thus mapping objects into points in a metric space. Finally, the book concludes by presenting some recent successful applications of the methodology on time series and color images. Searching Multimedia Databases by Content is targeted towards researchers and developers of multimedia systems. The book can also serve as a textbook for a graduate course on multimedia searching, covering both access methods as well as the basics of signal processing.

Intelligent Big Multimedia Databases

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Publisher : World Scientific
ISBN 13 : 9814696668
Total Pages : 322 pages
Book Rating : 4.8/5 (146 download)

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Book Synopsis Intelligent Big Multimedia Databases by : Andreas Miroslaus Wichert

Download or read book Intelligent Big Multimedia Databases written by Andreas Miroslaus Wichert and published by World Scientific. This book was released on 2015-05-27 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimedia databases address a growing number of commercially important applications such as media on demand, surveillance systems and medical systems. The book presents essential and relevant techniques and algorithms to develop and implement large multimedia database systems.The traditional relational database model is based on a relational algebra that is an offshoot of first-order logic and of the algebra of sets. The simple relational model is not powerful enough to address multimedia data. Because of this, multimedia databases are categorized into many major areas. Each of these areas are now so extensive that a major understanding of the mathematical core concepts requires the study of different fields such as information retrieval, digital image processing, feature extraction, fractals, machine learning, neuronal networks and high-dimensional indexing. This book unifies the essential concepts and recent algorithms into a single comprehensive volume.

Multimedia Database Retrieval:

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Publisher : Springer Science & Business Media
ISBN 13 : 0387346295
Total Pages : 191 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Multimedia Database Retrieval: by : Paisarn Muneesawang

Download or read book Multimedia Database Retrieval: written by Paisarn Muneesawang and published by Springer Science & Business Media. This book was released on 2006-12-15 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: -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.

Query Processing over Uncertain Databases

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Publisher : Springer Nature
ISBN 13 : 3031018966
Total Pages : 91 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Query Processing over Uncertain Databases by : Lei Chen

Download or read book Query Processing over Uncertain Databases written by Lei Chen and published by Springer Nature. This book was released on 2022-05-31 with total page 91 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to measurement errors, transmission lost, or injected noise for privacy protection, uncertainty exists in the data of many real applications. However, query processing techniques for deterministic data cannot be directly applied to uncertain data because they do not have mechanisms to handle data uncertainty. Therefore, efficient and effective manipulation of uncertain data is a practical yet challenging research topic. In this book, we start from the data models for imprecise and uncertain data, move on to defining different semantics for queries on uncertain data, and finally discuss the advanced query processing techniques for various probabilistic queries in uncertain databases. The book serves as a comprehensive guideline for query processing over uncertain databases. Table of Contents: Introduction / Uncertain Data Models / Spatial Query Semantics over Uncertain Data Models / Spatial Query Processing over Uncertain Databases / Conclusion

Handbook of Research on Innovative Database Query Processing Techniques

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Publisher : IGI Global
ISBN 13 : 1466687681
Total Pages : 652 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Innovative Database Query Processing Techniques by : Yan, Li

Download or read book Handbook of Research on Innovative Database Query Processing Techniques written by Yan, Li and published by IGI Global. This book was released on 2015-09-25 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research and development surrounding the use of data queries is receiving increased attention from computer scientists and data specialists alike. Through the use of query technology, large volumes of data in databases can be retrieved, and information systems built based on databases can support problem solving and decision making across industries. The Handbook of Research on Innovative Database Query Processing Techniques focuses on the growing topic of database query processing methods, technologies, and applications. Aimed at providing an all-inclusive reference source of technologies and practices in advanced database query systems, this book investigates various techniques, including database and XML queries, spatiotemporal data queries, big data queries, metadata queries, and applications of database query systems. This comprehensive handbook is a necessary resource for students, IT professionals, data analysts, and academicians interested in uncovering the latest methods for using queries as a means to extract information from databases. This all-inclusive handbook includes the latest research on topics pertaining to information retrieval, data extraction, data management, design and development of database queries, and database and XM queries.

Peer-to-Peer Query Processing over Multidimensional Data

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Publisher : Springer Science & Business Media
ISBN 13 : 1461421101
Total Pages : 93 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Peer-to-Peer Query Processing over Multidimensional Data by : Akrivi Vlachou

Download or read book Peer-to-Peer Query Processing over Multidimensional Data written by Akrivi Vlachou and published by Springer Science & Business Media. This book was released on 2012-04-13 with total page 93 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications that require a high degree of distribution and loosely-coupled connectivity are ubiquitous in various domains, including scientific databases, bioinformatics, and multimedia retrieval. In all these applications, data is typically voluminous and multidimensional, and support for advanced query operators is required for effective querying and efficient processing. To address this challenge, we adopt a hybrid P2P architecture and propose novel indexing and query processing algorithms. We present a scalable framework that relies on data summaries that are distributed and maintained as multidimensional routing indices. Different types of data summaries enable efficient processing of a variety of advanced query operators.

Multimedia Information Retrieval

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Publisher : Springer Science & Business Media
ISBN 13 : 1461561639
Total Pages : 196 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Multimedia Information Retrieval by : Peter Schäuble

Download or read book Multimedia Information Retrieval written by Peter Schäuble and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimedia Information Retrieval: Content-Based Information Retrieval from Large Text and Audio Databases addresses the future need for sophisticated search techniques that will be required to find relevant information in large digital data repositories, such as digital libraries and other multimedia databases. Because of the dramatically increasing amount of multimedia data available, there is a growing need for new search techniques that provide not only fewer bits, but also the most relevant bits, to those searching for multimedia digital data. This book serves to bridge the gap between classic ranking of text documents and modern information retrieval where composite multimedia documents are searched for relevant information. Multimedia Information Retrieval: Content-Based Information Retrieval from Large Text and Audio Databases begins to pave the way for speech retrieval; only recently has the search for information in speech recordings become feasible. This book provides the necessary introduction to speech recognition while discussing probabilistic retrieval and text retrieval, key topics in classic information retrieval. The book then discusses speech retrieval, which is even more challenging than retrieving text documents because word boundaries are difficult to detect, and recognition errors affect the retrieval effectiveness. This book also addresses the problem of integrating information retrieval and database functions, since there is an increasing need for retrieving information from frequently changing data collections which are organized and managed by a database system. Multimedia Information Retrieval: Content-Based Information Retrieval from Large Text and Audio Databases serves as an excellent reference source and may be used as a text for advanced courses on the topic.

Managing and Mining Multimedia Databases

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Publisher : CRC Press
ISBN 13 : 1040062660
Total Pages : 356 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Managing and Mining Multimedia Databases by : Bhavani Thuraisingham

Download or read book Managing and Mining Multimedia Databases written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2001-06-28 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 databa

Query Processing in Database Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3642823750
Total Pages : 367 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Query Processing in Database Systems by : W. Kim

Download or read book Query Processing in Database Systems written by W. Kim and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an anthology of the results of research and development in database query processing during the past decade. The relational model of data provided tremendous impetus for research into query processing. Since a relational query does not specify access paths to the stored data, the database management system (DBMS) must provide an intelligent query-processing subsystem which will evaluate a number of potentially efficient strategies for processing the query and select the one that optimizes a given performance measure. The degree of sophistication of this subsystem, often called the optimizer, critically affects the performance of the DBMS. Research into query processing thus started has taken off in several directions during the past decade. The emergence of research into distributed databases has enormously complicated the tasks of the optimizer. In a distributed environment, the database may be partitioned into horizontal or vertical fragments of relations. Replicas of the fragments may be stored in different sites of a network and even migrate to other sites. The measure of performance of a query in a distributed system must include the communication cost between sites. To minimize communication costs for-queries involving multiple relations across multiple sites, optimizers may also have to consider semi-join techniques.