Computer Vision for X-Ray Testing

Imaging, Systems, Image Databases, and Algorithms

Domingo Mery (Autor)

Buch | Softcover

XXIV, 347 Seiten

2016 | 1. Softcover reprint of the original 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-37202-0 (ISBN)

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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.

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.

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.

Erscheinungsdatum	21.10.2016
Zusatzinfo	XXIV, 347 p. 311 illus., 62 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik ► Bauwesen
Schlagworte	algorithms • Computer Science • computer vision • Image Analysis • Image Processing • image processing and computer vision • MATLAB • non-destructive testing • pattern recognition • Quality Control, Reliability, Safety and Risk • Reliability Engineering • X-Ray Testing
ISBN-10	3-319-37202-5 / 3319372025
ISBN-13	978-3-319-37202-0 / 9783319372020
Zustand	Neuware