Computer Vision for X-Ray Testing
Imaging, Systems, Image Databases, and Algorithms
Nonfiction, Science & Nature, Technology, Quality Control, Computers, Application Software, Computer Graphics, General Computing
| Author: | Domingo Mery | ISBN: | 9783319207476 |
| Publisher: | Springer International Publishing | Publication: | July 24, 2015 |
| Imprint: | Springer | Language: | English |
| Author: | Domingo Mery |
| ISBN: | 9783319207476 |
| Publisher: | Springer International Publishing |
| Publication: | July 24, 2015 |
| Imprint: | Springer |
| Language: | English |
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.
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.
