Industrial Image Processing [electronic resource] : Visual Quality Control in Manufacturing /
Demant, Christian.author.
Streicher-Abel, Bernd.author.
Garnica, Carsten.author.
This practical introduction focuses on how to design integrated solutions for industrial vision tasks from individual algorithms. The book is now available in a revised second edition that takes into account the current technological developments, including camera technology and color imaging processing. It gives a hands-on guide for setting up automated visual inspection systems using real-world examples and the NeuroCheck® standard software that has proven industrial strength integrated in thousands of applications in real-world production lines. Based on many years of experience in industry, the authors explain all the essential details encountered in the creation of vision system installations. With example material and a demo version of the software found on "extras.springer.com" readers can work their way through the described inspection tasks and carry out their own experiments.
Description based upon print version of record.
Includes bibliographical references and index.
Introduction -- Overview: Image Preprocessing -- Positioning -- Overview: Segmentation -- Mark Identification -- Overview: Classification -- Dimensional Checking -- Overview: Image Acquisition and Illumination -- Presence Verification -- Overview: Object Features -- Outlook: Visual Inspection Projects -- A: Mathematical Notes -- B: The Companion CD -- References -- Index.
This practical introduction focuses on how to design integrated solutions for industrial vision tasks from individual algorithms. The book is now available in a revised second edition that takes into account the current technological developments, including camera technology and color imaging processing. It gives a hands-on guide for setting up automated visual inspection systems using real-world examples and the NeuroCheck® standard software that has proven industrial strength integrated in thousands of applications in real-world production lines. Based on many years of experience in industry, the authors explain all the essential details encountered in the creation of vision system installations. With example material and a demo version of the software found on "extras.springer.com" readers can work their way through the described inspection tasks and carry out their own experiments.
Optical data processing.
Control engineering.
Robotics.
Mechatronics.
Signal processing.
Image processing.
Speech processing systems.
Image Processing and Computer Vision.
Control, Robotics, Mechatronics.
Signal, Image and Speech Processing.