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: Machine Learning and Statistical Modeling Approaches to Image Retrieval
  name:
    name part: Chen, Yixin.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Li, Jia.
    role:
      role term: author.
  name:
    name part: Wang, James Z.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxu
    date issued: 2004
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XVII, 182 p. online resource.
  abstract: In the early 1990s, the establishment of the Internet brought forth a revolutionary viewpoint of information storage, distribution, and processing: the World Wide Web is becoming an enormous and expanding distributed digital library. Along with the development of the Web, image indexing and retrieval have grown into research areas sharing a vision of intelligent agents. Far beyond Web searching, image indexing and retrieval can potentially be applied to many other areas, including biomedicine, space science, biometric identification, digital libraries, the military, education, commerce, culture and entertainment. Machine Learning and Statistical Modeling Approaches to Image Retrieval describes several approaches of integrating machine learning and statistical modeling into an image retrieval and indexing system that demonstrates promising results. The topics of this book reflect authors' experiences of machine learning and statistical modeling based image indexing and retrieval. This book contains detailed references for further reading and research in this field as well.
  table of contents: Image Retrieval and Linguistic Indexing -- Machine Learning and Statistical Modeling -- A Robust Region-Based Similarity Measure -- Cluster-Based Retrieval by Unsupervised Learning -- Categorization by Learning and Reasoning with Regions -- Automatic Linguistic Indexing of Pictures -- Modeling Ancient Paintings -- Conclusions and Future Work.
  note: by Yixin Chen, Jia Li, James Z. Wang.
  subject:
    topic: Physics
  subject:
    topic: Multimedia information systems
  subject:
    topic: Artificial intelligence
  subject:
    topic: Image processing
  subject:
    topic: Management information systems
  subject:
    topic: Computer science
  subject:
    topic: Optics
  subject:
    topic: Optoelectronics
  subject:
    topic: Plasmons (Physics)
  subject:
    topic: Statistics
  subject:
    topic: Physics
  subject:
    topic: Optics, Optoelectronics, Plasmonics and Optical Devices
  subject:
    topic: Multimedia Information Systems
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Management of Computing and Information Systems
  subject:
    topic: Statistics, general
  subject:
    topic: Image Processing and Computer Vision
  classification: QC350-467
  classification: TA1501-1820
  classification: QC392-449.5
  classification: TA1750-1750.22
  classification: 621.36
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: The Information Retrieval Series, 14
  identifier: 9781402080357
  identifier: http://dx.doi.org/10.1007/b116104
  record info:
    record creation date: 100301
    record change date: 20151204174644.0
    record identifier: 978-1-4020-8035-7