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

• Κύριοι συγγραφείς: Beyerer, Jürgen (Συγγραφέας), Puente León, Fernando (Συγγραφέας), Frese, Christian (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Θέματα: Engineering.; Image processing.; Physical measurements.; Measurement.; Robotics.; Automation.; Signal, Image and Speech Processing.; Image Processing and Computer Vision.; Robotics and Automation.; Measurement Science and Instrumentation.

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...

Πίνακας περιεχομένων:

• 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.