Computer Vision for X-Ray Testing : Imaging, Systems, Image Databases, and Algorithms （1st ed. 2015. 2015. xxiv, 347 S. 249 SW-Abb., 62 Farbabb., 30 Tabellen）

Mery, Domingo

SPRINGER, BERLIN; SPRINGER INTERNATIONAL PUBLISHING;（2015発売）

• 製本 Hardcover:ハードカバー版
• 商品コード 9783319207469

Full Description

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.

Contents

X-ray TestingImages for X-ray TestingGeometry in X-ray TestingX-ray Image ProcessingX-ray Image RepresentationClassification in X-ray TestingSimulation in X-ray TestingApplications in X-ray TestingAppendix A: GDXray DetailsAppendix B: XVIS Toolbox - Quick Reference