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Computer Vision for X-Ray Testing

Imaging, Systems, Image Databases, and Algorithms

Specificaties
Paperback, blz. | Engels
Springer International Publishing | e druk, 2016
ISBN13: 9783319372020
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Springer International Publishing e druk, 2016 9783319372020
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Samenvatting

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.

Specificaties

ISBN13:9783319372020
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing

Inhoudsopgave

<p>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.</p>

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        Computer Vision for X-Ray Testing