Machine Vision [electronic resource] : Automated Visual Inspection: Theory, Practice and Applications /
Beyerer, Jürgen.author.
Puente León, Fernando.author.
Frese, Christian.author.
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 structure. The second part deals with the modeling and processing of image signals and pays particular regard to methods, which are relevant for automated visual inspection.
Description based upon print version of record.
Includes bibliographical references at the end of each chapters and index.
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.
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 structure. The second part deals with the modeling and processing of image signals and pays particular regard to methods, which are relevant for automated visual inspection.
Signal processing.
Image processing.
Speech processing systems.
Optical data processing.
Robotics.
Automation.
Physical measurements.
Measurement   .
Signal, Image and Speech Processing.
Image Processing and Computer Vision.
Robotics and Automation.
Measurement Science and Instrumentation.