Searching multimedia databases by content / Christos Faloutsos.

Faloutsos, Christos [Browse]
1st ed. 1996.
  • Boston, Massachusetts : Kluwer Academic Publishers, [1996]
  • ©1996
1 online resource (XII, 155 p.)


Summary note
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.
Bibliographic Level Mode of Issuance: Monograph
Bibliographic references
Includes bibliographical references (pages [133]-151) and index.
Source of description
Description based on print version record.
Language note
  • 1 Introduction
  • I Database Indexing Methods
  • 2 Introduction to Relational DBMS
  • 3 Primary Key Access Methods
  • 4 Secondary Key Access Methods
  • 5 Spatial Access Methods (SAMS)
  • 6 Access Methods For Text
  • II Indexing Signals
  • 7 Problem - Intuition
  • 8 1-D Time Sequences
  • 9 2-D Color Images
  • 10 Sub-Pattern Matching
  • 11 Fastmap
  • 12 Conclusions
  • III Mathematical Toolbox
  • A Preliminaries
  • B Fourier Analysis
  • C Wavelets
  • D K-L and SVD
  • References.
  • 10.1007/978-1-4613-1445-5
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage. Read more...
Other views
Staff view

Supplementary Information