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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, Puente León, Fernando (Author), Frese, Christian (Author)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2016, 2016
Edition:1st ed. 2016
Subjects:
Signal, Image And Speech Processing
Physical Measurements
Image Processing And Computer Vision
Robotics And Automation
Image Processing
Speech Processing Systems
Robotics
Measurement Science And Instrumentation
Signal Processing
Automation
Optical Data Processing
Measurement   
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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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