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Computer Vision for X-Ray Testing

Imaging, Systems, Image Databases, and Algorithms

Medium: Buch
ISBN: 978-3-319-20746-9
Verlag: Springer-Verlag GmbH
Erscheinungstermin: 14.09.2015
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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.


Produkteigenschaften


  • Artikelnummer: 9783319207469
  • Medium: Buch
  • ISBN: 978-3-319-20746-9
  • Verlag: Springer-Verlag GmbH
  • Erscheinungstermin: 14.09.2015
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2015
  • Produktform: Gebunden, Book
  • Gewicht: 7475 g
  • Seiten: 347
  • Format (B x H x T): 164 x 246 x 22 mm
  • Ausgabetyp: Kein, Unbekannt
  • Nachauflage: 978-3-030-56768-2
Autoren/Hrsg.

Autoren

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