Machine vision : theory, algorithms, practicalities /

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In the last 40 years, machine vision has evolved into a mature field embracing a wide range of applications including surveillance, automated inspection, robot assembly, vehicle guidance, traffic monitoring and control, signature verification, biometric measurement, and analysis of remotely sensed i...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Davies, E. R. (E. Roy)
Format: Electronic eBook
Language:Inglés
Published: Amsterdam ; Boston : Elsevier, �2005.
Edition:3rd ed.
Subjects:
Computer vision.
Computer algorithms.
Algorithms.
Vision par ordinateur.
Algorithmes.
algorithms.
COMPUTERS > Computer Vision & Pattern Recognition.
Algorithms
Computer algorithms
Computer vision
Online Access:Texto completo
Table of Contents:
  • Vision, the challenge
  • Images and imaging operations
  • Basic image filtering operations
  • Thresholding techniques
  • Edge detection
  • Binary shape analysis
  • Boundary pattern analysis
  • Mathematical morphology
  • Line detection
  • Circle detection
  • The Hough transform and its nature
  • Ellipse detection
  • Hole detection
  • Polygon and corner detection
  • Abstract pattern matching techniques
  • The three-dimensional world
  • Tackling the perspective n-point problem
  • Motion
  • Invariants and their applications
  • Egomotion and related tasks
  • Image transformations and camera calibration
  • Automated visual inspection
  • Inspection of cereal grains
  • Statistical pattern recognition
  • Biologically inspired recognition schemes
  • Texture
  • Image acquisition
  • Real-time hardware and systems design considerations
  • Machine vision : art or science?

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