Geometric Modeling and Mesh Generation from Scanned Images
暫譯: 從掃描影像生成幾何模型與網格生成

Zhang, Yongjie Jessica

Geometric Modeling and Mesh Generation from Scanned Images
  • 出版商: CRC
  • 出版日期: 2020-09-30
  • 售價: $2,470
  • 貴賓價: 9.5 折 $2,347
  • 語言: 英文
  • 頁數: 362
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367658526
  • ISBN-13: 9780367658526

    • 海外代購書籍(需單獨結帳)

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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)

尖端技術以更好地分析和預測複雜的物理現象

從掃描影像生成幾何模型和網格展示了如何將影像處理、幾何建模和網格生成與有限元素法 (FEM) 整合，以解決計算生物學、醫學、材料科學和工程中的問題。該文本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、影像處理、計算幾何、網格生成、可視化和有限元素分析的基本原理。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。

這本書是首批涵蓋這一新興跨學科領域的著作之一，涉及生物醫學/材料影像、影像處理、幾何建模和可視化、FEM，以及生物醫學和工程應用。它介紹了影像-網格-模擬管道，回顧了在管道的各個模組中使用的數值方法，並討論了幾種掃描技術，包括探測多晶材料的技術。

接下來，書中介紹了幾何建模和計算機圖形學的基本原理、幾何物件和變換、曲線和曲面，以及兩種等高線方法：行進立方體和雙重等高線。然後描述了各種三角形/四面體和四邊形/六面體的網格生成技術。書中還討論了用於等幾何分析 (IGA) 的體積 T-spline 建模，並介紹了近年來有限元素法的一些新發展及其應用。

作者簡介

Yongjie Jessica Zhang is an associate professor in the Department of Mechanical Engineering at Carnegie Mellon University with a courtesy appointment in the Department of Biomedical Engineering. She is the co-author of more than 130 publications in peer-reviewed international journals and conference proceedings. She has been a recipient of the Presidential Early Career Award for Scientists and Engineers, NSF CAREER Award, Office of Naval Research Young Investigator Award, USACM Gallagher Young Investigator Award, Clarence H. Adamson Career Faculty Fellow in Mechanical Engineering, George Tallman Ladd Research Award, and Donald L. and Rhonda Struminger Faculty Fellow. Her research interests include computational geometry, mesh generation, computer graphics, visualization, finite element method, isogeometric analysis, and their application in computational biomedicine and engineering. She earned a PhD in computational engineering and sciences from the Institute for Computational Engineering and Sciences (ICES) at the University of Texas at Austin.

作者簡介(中文翻譯)

張永潔是卡內基梅隆大學機械工程系的副教授，並在生物醫學工程系擔任兼任職位。她是超過130篇在國際同行評審期刊和會議論文集上發表的論文的共同作者。她曾獲得總統早期科學家與工程師獎、NSF CAREER獎、海軍研究辦公室青年研究員獎、美國計算力學學會Gallagher青年研究員獎、機械工程克拉倫斯·H·亞當森職業教職獎、喬治·塔爾曼·拉德研究獎，以及唐納德·L·和朗達·斯特魯明格教職獎。她的研究興趣包括計算幾何、網格生成、計算機圖形學、可視化、有限元素法、同構幾何分析，以及它們在計算生物醫學和工程中的應用。她在德克薩斯大學奧斯汀分校的計算工程與科學研究所（ICES）獲得計算工程與科學的博士學位。

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