Industrial Image Processing: Visual Quality Control in Manufacturing

✍ Scribed by Christian Demant, Bernd Streicher-Abel, Peter Waszkewitz (auth.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 1999
• Tongue: English
• Leaves: 341
• Edition: 1
• Category: Library

✦ Synopsis

This practical introduction focuses on how to build integrated solutions to industrial vision problems from individual algorithms. It gives a hands-on guide for setting up automated visual inspection systems using real-world examples and the NeuroCheck(Registered Trademark) software package. This software has actually been tested on a production line. Based on many years of experience in industries, the editors explain all the (mostly unpublished but essential) details encountered in the creation of real-world vision systems. With the original NeuroCheck (R) software package and all the example images included on CD-ROM, readers can work their way through the described inspection tasks and carry out their own experiments.

✦ Table of Contents

Front Matter....Pages i-14
Introduction....Pages 15-37
Overview: Image Preprocessing....Pages 39-74
Positioning....Pages 75-93
Overview: Segmentation....Pages 95-123
Mark Identification....Pages 125-163
Overview: Classification....Pages 165-189
Dimensional Checking....Pages 191-219
Overview: Image Acquisition and Illumination....Pages 221-277
Presence Verification....Pages 279-309
Overview: Object Features....Pages 311-326
Outlook: Visual Inspection Projects....Pages 327-329
Back Matter....Pages 331-353

✦ Subjects

Image Processing and Computer Vision; Control, Robotics, Mechatronics; Signal, Image and Speech Processing