Machine Vision Automated Visual Inspection: Theory, Practice and Applications /

The book offers a thorough introduction to machine vision. It is organized in two parts. The first part covers the image acquisition, which is the crucial component of most automated visual inspection systems. All important methods are described in great detail and are presented with a reasoned stru...

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Bibliographic Details
Main Authors: Beyerer, Jürgen (Author), Puente León, Fernando (Author), Frese, Christian (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
Edition:1st ed. 2016.
Subjects:
Signal processing.
Computer vision.
Control engineering.
Robotics.
Automation.
Measurement.
Measuring instruments.
Signal, Speech and Image Processing .
Computer Vision.
Control, Robotics, Automation.
Measurement Science and Instrumentation.
Online Access:Full-text access
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Table of Contents:
  • Introduction
  • Part I Image Acquisition: Light
  • Optical Imaging
  • Radiometry
  • Color
  • Sensors for Image Acquisition
  • Methods for Image Acquisition
  • Part II Image Processing: Image Signals
  • Preprocessing and Image Enhancement
  • Image Restoration
  • Segmentation
  • Morphological Image Processing
  • Texture Analysis
  • Detection
  • Image Pyramids, Wavelet Transform and Multiresolution Analysis
  • Mathematical Foundations
  • The Fourier Transform.

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