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: Kernel Learning Algorithms for Face Recognition
  name:
    name part: Li, Jun-Bao.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Chu, Shu-Chuan.
    role:
      role term: author.
  name:
    name part: Pan, Jeng-Shyang.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxu
    date issued: 2014
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XV, 225 p. 58 illus., 19 illus. in color. online resource.
  abstract: This book discusses the advanced kernel learning algorithms and its application on face recognition. The book focuses on the theoretical deviation, the system framework and experiments involving kernel based face recognition. This authors aim to solve the parameter selection problems endured by kernel learning algorithms, and presents kernel optimization method with the data dependent kernel. This text extends the definition of data-dependent kernel and applies it to kernel optimization. Included within are algorithms of kernel based face recognition and the feasibility of the kernel based face recognition method.
  table of contents: Introduction -- Statistical Learning and Face Recognition -- Kernel Learning Foundation -- Kernel Principal Analysis Based Face Recognition -- Kernel Discriminant Analysis Based Face Recognition -- Kernel Manifold Learning Based Face Recognition -- Kernel Semi-supervised Based Face Recognition -- Kernel Learning Based Face Recognition for Smart Environment -- Kernel Optimization Based Face Recognition -- Kernel Construction for Face Recognition.
  note: by Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan.
  subject:
    topic: Engineering
  subject:
    topic: Image processing
  subject:
    topic: Computational intelligence
  subject:
    topic: Electrical engineering
  subject:
    topic: Engineering
  subject:
    topic: Signal, Image and Speech Processing
  subject:
    topic: Communications Engineering, Networks
  subject:
    topic: Computational Intelligence
  subject:
    topic: Image Processing and Computer Vision
  classification: TK5102.9
  classification: TA1637-1638
  classification: TK7882.S65
  classification: 621.382
  related item:
    title info:
      title: Springer eBooks
  identifier: 9781461401612
  identifier: http://dx.doi.org/10.1007/978-1-4614-0161-2
  record info:
    record creation date: 130907
    record change date: 20151204185610.0
    record identifier: 978-1-4614-0161-2