rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Multimedia Retrieval
  name:
    name part: Blanken, Henk M.
    role:
      role term: editor.
  name:
    name part: Blok, Henk Ernst.
    role:
      role term: editor.
  name:
    name part: Feng, Ling.
    role:
      role term: editor.
  name:
    name part: Vries, Arjen P. de.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2007
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XVIII, 372 p. online resource.
  abstract: Retrieval of multimedia data is different from retrieval of structured data. A key problem in multimedia databases is search, and the proposed solutions to the problem of multimedia information retrieval span a rather wide spectrum of topics outside the traditional database area, ranging from information retrieval and human–computer interaction to computer vision and pattern recognition. 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; various metadata languages like Dublin Core, RDF, or MPEG; pattern recognition through Markov models, unsupervised learning, and pattern clustering; various indexing approaches to audio and video streams; interaction and control; the protection of content and user privacy; and search effectiveness and efficiency. The authors emphasize high-level features and show how these features 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.
  table of contents: Languages for Metadata -- Pattern Recognition for Multimedia Content Analysis -- Searching for Text Documents -- Image Processing -- Generative Probabilistic Models -- Speech Indexing -- Semantic Video Indexing -- A Spatio-Temporal and a Probabilistic Approach for Video Retrieval -- Multimodal Content-based Video Retrieval -- Interaction -- Digital Rights Management -- Evaluation of Multimedia Retrieval Systems.
  note: edited by Henk M. Blanken, Henk Ernst Blok, Ling Feng, Arjen P. de Vries.
  subject:
    topic: Computer science
  subject:
    topic: Database management
  subject:
    topic: Information storage and retrieval
  subject:
    topic: Multimedia information systems
  subject:
    topic: User interfaces (Computer systems)
  subject:
    topic: Image processing
  subject:
    topic: Pattern recognition
  subject:
    topic: Computer Science
  subject:
    topic: Information Storage and Retrieval
  subject:
    topic: Database Management
  subject:
    topic: Pattern Recognition
  subject:
    topic: Multimedia Information Systems
  subject:
    topic: User Interfaces and Human Computer Interaction
  subject:
    topic: Image Processing and Computer Vision
  classification: QA75.5-76.95
  classification: 025.04
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Data-Centric Systems and Applications
  identifier: 9783540728955
  identifier: http://dx.doi.org/10.1007/978-3-540-72895-5
  record info:
    record creation date: 100301
    record change date: 20151204153842.0
    record identifier: 978-3-540-72895-5