Computer Vision for X-Ray Testing

Imaging, Systems, Image Databases, and Algorithms
1. Auflage 2015
ISBN: 978-3-319-20746-9
Verlag: Springer-Verlag GmbH

Buch, Englisch, 347 Seiten, Book, Format (B × H): 164 mm x 246 mm, Gewicht: 7475 g

This accessible textbook presents an introduction to computer vision algorithms for industrially-relevant applications of X-ray testing. Features: introduces the mathematical background for monocular and multiple view geometry; describes the main techniques for image processing used in X-ray testing; presents a range of different representations for X-ray images, explaining how these enable new features to be extracted from the original image; examines a range of known X-ray image classifiers and classification strategies; discusses some basic concepts for the simulation of X-ray images and presents simple geometric and imaging models that can be used in the simulation; reviews a variety of applications for X-ray testing, from industrial inspection and baggage screening to the quality control of natural products; provides supporting material at an associated website, including a database of X-ray images and a Matlab toolbox for use with the book’s many examples.

Zielgruppe

Graduate

Autoren/Hrsg.

Mery, Domingo

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Technische Wissenschaften Maschinenbau | Werkstoffkunde Technische Mechanik | Werkstoffkunde Zerstörungsfreie Werkstoffprüfung

Inhaltsverzeichnis

X-ray Testing

Images for X-ray Testing

Geometry in X-ray Testing

X-ray Image Processing

X-ray Image Representation

Classification in X-ray Testing

Simulation in X-ray Testing

Applications in X-ray Testing

Appendix A: GDXray Details

Appendix B: XVIS Toolbox - Quick Reference

Über Autor(innen)

Dr. Domingo Mery is a Full Professor at the Machine Intelligence Group (GRIMA) of the Department of Computer Sciences, and Director of Research and Innovation at the School of Engineering, at the Pontificia Universidad Católica de Chile, Santiago, Chile.