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: Pattern recognition and image processing
  name:
    name part: Luo, Daisheng.
    role:
      role term: creator
  name:
    name part: ScienceDirect (Online service)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: enk
    date issued: 2011
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (258 pages) : illustrations
  abstract: This book delivers a course module for advanced undergraduates, postgraduates and researchers of electronics, computing science, medical imaging, or wherever the study of identification and classification of objects by electronics-driven image processing and pattern recognition is relevant. Object analysis first uses image processing to detect objects and extract their features, then identifies and classifies them by pattern recognition. Its manifold applications include recognition of objects in satellite images which enable discrimination between different objects, such as fishing boats, merchant ships or warships; machine spare parts e.g. screws, nuts etc. (engineering); detection of cancers, ulcers, tumours and so on (medicine); and recognition of soil particles of different types (agriculture or soil mechanics in civil engineering). Outlines the identification and classification of objects by electronics-driven image processing and pattern recognitionDiscusses object detection, shape, roundness and sharpness analysis, orientation analysis and arrangement analysisDelivers a course module for advanced undergraduates, postgraduates and researchers of electronics, computing science and medical imaging.
  table of contents: Front Cover; DAISHENG LUO; Pattern Recognition and Image Processing; Copyright Page; Table of Contents; Preface; Chapter 1. Introduction; 1.1 Image Processing; 1.2 Pattern Recognition; 1.3 Relationship Between Image Processing and Pattern Recognition; 1.4 Image Processing and Pattern Recognition in Object Analysis; 1.5 About This Book; References; Chapter 2. Object Detection; 2.1 Introduction; 2.2 Image Restoration; 2.3 Image Enhancement; 2.4 Image Segmentation; 2.5 Object Detection and Labelling; References; Chapter 3. Shape Analysis; 3.1 Introduction; 3.2 Convex Hull
  table of contents: 3.3 Convex Hull Based Shape Representation3.4 Fractals; 3.5 Fractals Based Shape Representation; 3.6 Summary; References; Appendix 3A Find the Simple Polygon by Stair-Climbing Method; Chapter 4. Roundness/Sharpness Analysis; 4.1 Introduction; 4.2 Hough Transform; 4.3 Algorithms for Circular Hough Transform; 4.4 Threshold Function T(r); 4.5 Sharp Corners; 4.6 Examples of Roundness/Sharpness Analysis; 4.7 Conclusions; References; Chapter 5. Orientation Analysis; 5.1 Introduction; 5.2 Directed Vein Method; 5.3 Convex Hull Method; 5.4 Principal Component Transformation; 5.5 Moments of Moments
  note: Daisheng Luo.
  note: Includes bibliographical references and index.
  subject:
    topic: Optical pattern recognition
  subject:
    topic: Image processing
  subject:
    topic: Pattern recognition systems
  subject:
    topic: Pattern Recognition, Automated
  subject:
    topic: Reconnaissance optique des formes (Informatique)
  subject:
    topic: Traitement d'images
  subject:
    topic: Reconnaissance des formes (Informatique)
  subject:
    topic: image processing
  subject:
    topic: TECHNOLOGY & ENGINEERING
    topic: Mechanical
  subject:
    topic: Image processing
  subject:
    topic: Optical pattern recognition
  subject:
    topic: Pattern recognition systems
  classification: TA1650 .L86 2011eb
  classification: 621.39/9
  related item:
    title info:
      title: Pattern recognition and image processing
    name:
      name part: Luo, Daisheng.
    origin info:
      publisher: Cambridge, England ; Philadelphia, Philadelphia ; New Delhi, India : Woodhead Publishing, 2011, ©1998
    physical description:
      extent: x, 245 pages
  related item:
    title info:
      title: Woodhead Publishing series in electronic and optical materials
  identifier: 9780857099761
  identifier: 0857099760
  identifier: 9781898563525
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: E7B
    record creation date: 140214
    record change date: 20260326200330.7
    record identifier: in00005753998
    language of cataloging:
      language term: eng