Computer Vision for X-Ray Testing: Imaging, Systems, Image Databases, and Algorithms
暫譯: X光檢測的電腦視覺:影像、系統、影像資料庫與演算法

Domingo Mery

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用於工業相關的 X 光檢測應用的計算機視覺演算法。特點包括:介紹單眼和多視角幾何的數學背景;描述在 X 光檢測中使用的主要影像處理技術;呈現多種不同的 X 光影像表示,解釋這些如何使得從原始影像中提取新特徵成為可能;檢視一系列已知的 X 光影像分類器和分類策略;討論 X 光影像模擬的一些基本概念,並呈現可用於模擬的簡單幾何和成像模型;回顧 X 光檢測的各種應用,從工業檢查和行李篩查到天然產品的質量控制;提供與本書相關的網站支援材料,包括 X 光影像數據庫和可與本書多個範例一起使用的 Matlab 工具箱。