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Mery / Pieringer

Computer Vision for X-Ray Testing

Medium: Buch
ISBN: 978-3-030-56771-2
Verlag: Springer International Publishing
Erscheinungstermin: 23.12.2021
Lieferfrist: bis zu 10 Tage

[FIRST EDITION] 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: 9783030567712
  • Medium: Buch
  • ISBN: 978-3-030-56771-2
  • Verlag: Springer International Publishing
  • Erscheinungstermin: 23.12.2021
  • Sprache(n): Englisch
  • Auflage: 2. Auflage 2021
  • Produktform: Kartoniert, Paperback
  • Gewicht: 727 g
  • Seiten: 456
  • Format (B x H x T): 155 x 235 x 27 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

X-ray Testing

Images for X-ray Testing

Geometry in X-ray Testing

X-ray Image Processing

Deep Learning

X-ray Image Representation

Classification in X-ray Testing

Simulation in X-ray Testing

Applications in X-ray Testing