Computer Vision for X-Ray Testing

Imaging, Systems, Image Databases, and Algorithms

Domingo Mery, Christian Pieringer (Autoren)

Buch | Hardcover

XXVI, 456 Seiten

2020 | 2nd ed. 2021
Springer International Publishing (Verlag)
978-3-030-56768-2 (ISBN)

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[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.

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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 Pontifical Catholic University of Chile, Santiago, Chile. Dr. Christian Pieringer is an Adjunct Instructor at the same institution.

Erscheinungsdatum	25.12.2020
Zusatzinfo	XXVI, 456 p. 420 illus., 356 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	887 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	algorithms • computer vision • Deep learning • Dual Energy • Image Analysis • Image Processing • non-destructive testing • pattern recognition • Python • Quality Control, Reliability, Safety and Risk • Simulation • X-Ray Testing
ISBN-10	3-030-56768-0 / 3030567680
ISBN-13	978-3-030-56768-2 / 9783030567682
Zustand	Neuware