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Computer Vision for X-Ray Testing: Imaging, Systems, Image Databases, and Algorithms

Computer Vision for X-Ray Testing: Imaging, Systems, Image Databases, and Algorithms

Hardcover

Technology & EngineeringGeneral ComputersProgramming

ISBN10: 3030567680
ISBN13: 9783030567682
Publisher: Springer Nature
Published: Dec 22 2020
Pages: 456
Weight: 1.87
Height: 1.06 Width: 6.14 Depth: 9.21
Language: English
[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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