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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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Beyerer, Jürgen (Autor), Puente León, Fernando (Autor), Frese, Christian (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.