Geometric Modeling and Mesh Generation from Scanned Images (Chapman & Hall/CRC Mathematical and Computational Imaging Sciences Series)

Yongjie Jessica Zhang

  • 出版商: Chapman and Hall/CRC
  • 出版日期: 2016-04-27
  • 售價: $4,215
  • 貴賓價: 9.5$4,004
  • 語言: 英文
  • 頁數: 364
  • 裝訂: Hardcover
  • ISBN: 1482227762
  • ISBN-13: 9781482227765
  • 立即出貨 (庫存=1)

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商品描述

Cutting-Edge Techniques to Better Analyze and Predict Complex Physical Phenomena

Geometric Modeling and Mesh Generation from Scanned Images shows how to integrate image processing, geometric modeling, and mesh generation with the finite element method (FEM) to solve problems in computational biology, medicine, materials science, and engineering. Based on the author’s recent research and course at Carnegie Mellon University, the text explains the fundamentals of medical imaging, image processing, computational geometry, mesh generation, visualization, and finite element analysis. It also explores novel and advanced applications in computational biology, medicine, materials science, and other engineering areas.

One of the first to cover this emerging interdisciplinary field, the book addresses biomedical/material imaging, image processing, geometric modeling and visualization, FEM, and biomedical and engineering applications. It introduces image-mesh-simulation pipelines, reviews numerical methods used in various modules of the pipelines, and discusses several scanning techniques, including ones to probe polycrystalline materials.

The book next presents the fundamentals of geometric modeling and computer graphics, geometric objects and transformations, and curves and surfaces as well as two isocontouring methods: marching cubes and dual contouring. It then describes various triangular/tetrahedral and quadrilateral/hexahedral mesh generation techniques. The book also discusses volumetric T-spline modeling for isogeometric analysis (IGA) and introduces some new developments of FEM in recent years with applications.

商品描述(中文翻譯)

「從掃描圖像中進行幾何建模和網格生成的尖端技術,以更好地分析和預測複雜的物理現象」
「從掃描圖像中進行幾何建模和網格生成」展示了如何將圖像處理、幾何建模和網格生成與有限元法(FEM)相結合,以解決計算生物學、醫學、材料科學和工程學等領域的問題。本書基於作者在卡內基梅隆大學的最新研究和課程,解釋了醫學影像學、圖像處理、計算幾何、網格生成、可視化和有限元分析的基礎知識。同時,它還探討了計算生物學、醫學、材料科學和其他工程領域中的新穎和先進應用。

作為首批涵蓋這一新興跨學科領域的著作之一,本書涵蓋了生物/材料成像、圖像處理、幾何建模和可視化、FEM以及生物醫學和工程應用。它介紹了圖像-網格-模擬流程,回顧了流程中各個模塊中使用的數值方法,並討論了幾種掃描技術,包括用於探測多晶材料的技術。

接下來,本書介紹了幾何建模和計算機圖形學的基礎知識,包括幾何對象和變換,以及曲線和曲面,還介紹了兩種等值輪廓方法:Marching Cubes和Dual Contouring。然後,它描述了各種三角形/四面體和四邊形/六面體網格生成技術。本書還討論了用於等幾何分析(IGA)的體積T-樣條建模,並介紹了近年來有限元法的一些新發展及其應用。」