Computer Vision for X-Ray Testing: Imaging, Systems, Image Databases, and Algorithms
Domingo Mery
- 出版商: Springer
- 出版日期: 2015-08-04
- 售價: $2,940
- 貴賓價: 9.5 折 $2,793
- 語言: 英文
- 頁數: 347
- 裝訂: Hardcover
- ISBN: 3319207466
- ISBN-13: 9783319207469
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相關分類:
Algorithms-data-structures 資料結構與演算法 、Computer Vision 電腦視覺
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商品描述
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.