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: Computer vision analysis of image motion by variational methods
  name:
    name part: Mitiche, Amar
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Aggarwal, J. K. (Jagdishkumar Keshoram)
    name part: 1936-
    role:
      role term: author.
  name:
    name part: Ebook Library
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: sz
    date issued: 2013
    copyright date: 2014
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (vii, 207 pages) : illustrations (some color).
  abstract: This book presents a unified view of image motion analysis under the variational framework. Variational methods, rooted in physics and mechanics, but appearing in many other domains, such as statistics, control, and computer vision, address a problem from an optimization standpoint, i.e., they formulate it as the optimization of an objective function or functional. The methods of image motion analysis described in this book use the calculus of variations to minimize (or maximize) an objective functional which transcribes all of the constraints that characterize the desired motion variables. The book addresses the four core subjects of motion analysis: Motion estimation, detection, tracking, and three-dimensional interpretation. Each topic is covered in a dedicated chapter. The presentation is prefaced by an introductory chapter which discusses the purpose of motion analysis. Further, a chapter is included which gives the basic tools and formulae related to curvature, Euler Lagrange equations, unconstrained descent optimization, and level sets, that the variational image motion processing methods use repeatedly in the book.
  table of contents: Image Motion Processing in Visual Function -- Background Preliminaries -- Optical Flow Estimation -- Motion Detection -- Tracking -- Optical Flow Three-Dimensional Interpretation.
  note: Amar Mitiche, J.K. Aggarwal.
  note: Electronic resource.
  note: Includes bibliographical references and index.
  subject:
    topic: Image analysis
    topic: Mathematical models
  subject:
    topic: Computer vision
  subject:
    topic: Signal, Image and Speech Processing
  subject:
    topic: TECHNOLOGY & ENGINEERING / Mechanical
  classification: TA1637 .M58 2013eb
  classification: 621.36/7
  related item:
    title info:
      title: Springer topics in signal processing ; v.10
  identifier: 9783319007113 (electronic bk.)
  identifier: 3319007114 (electronic bk.)
  identifier: 9783319007106
  identifier: https://ebookcentral.proquest.com/lib/tamucs/detail.action
  record info:
    record content source: GW5XE
    record creation date: 130924
    record change date: 20250816222924.2
    record identifier: in00003385704
    language of cataloging:
      language term: eng