Computer Vision for X-Ray Testing
Imaging, Systems, Image Databases, and Algorithms
Published on 24. July 2015
XXIV, 347 pages
978-3-319-20747-6 (ISBN)
Description
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.
More details
Series
Edition
1st ed. 2015
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Primary & secondary/elementary & high school
Product notice
Reflowable
Illustrations
XXIV, 347 p. 311 illus., 62 illus. in color.
File size
18,30 MB
ISBN-13
978-3-319-20747-6 (9783319207476)
DOI
10.1007/978-3-319-20747-6
Schweitzer Classification
Other editions
New editions
Domingo Mery | Christian Pieringer
Computer Vision for X-Ray Testing
Imaging, Systems, Image Databases, and Algorithms
E-Book
12/2020
2nd Edition
Springer
€53.49
Available for download
Additional editions
Book
08/2015
Springer
€74.89
Article exhausted; check for reprint
Person
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.
Content
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.
