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

Domingo Mery

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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.

商品描述(中文翻譯)

這本易於理解的教科書介紹了計算機視覺算法在X射線檢測的工業相關應用中的應用。特點包括:介紹單眼和多視圖幾何的數學背景;描述X射線檢測中使用的圖像處理主要技術;介紹了多種X射線圖像表示方法,解釋了這些方法如何從原始圖像中提取新特徵;探討了一系列已知的X射線圖像分類器和分類策略;討論了X射線圖像模擬的一些基本概念,並介紹了可用於模擬的簡單幾何和成像模型;回顧了X射線檢測的各種應用,從工業檢測和行李安檢到天然產品的質量控制;在相關網站上提供支持材料,包括X射線圖像數據庫和用於書中示例的Matlab工具箱。