Mathematical Tools for Shape Analysis and Description (Synthesis Lectures on Computer Graphics and Animation)
暫譯: 形狀分析與描述的數學工具(計算機圖形學與動畫綜合講座)
Silvia Biasotti, Bianca Falcidieno, Daniela Giorgi, Michela Spagnuolo
- 出版商: Morgan & Claypool
- 出版日期: 2014-09-01
- 售價: $2,410
- 貴賓價: 9.5 折 $2,290
- 語言: 英文
- 頁數: 138
- 裝訂: Paperback
- ISBN: 1627053638
- ISBN-13: 9781627053631
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相關分類:
Computer Graphics
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商品描述
This book is a guide for researchers and practitioners to the new frontiers of 3D shape analysis and the complex mathematical tools most methods rely on. The target reader includes students, researchers and professionals with an undergraduate mathematics background, who wish to understand the mathematics behind shape analysis. The authors begin with a quick review of basic concepts in geometry, topology, differential geometry, and proceed to advanced notions of algebraic topology, always keeping an eye on the application of the theory, through examples of shape analysis methods such as 3D segmentation, correspondence, and retrieval. A number of research solutions in the field come from advances in pure and applied mathematics, as well as from the re-reading of classical theories and their adaptation to the discrete setting. In a world where disciplines (fortunately) have blurred boundaries, the authors believe that this guide will help to bridge the distance between theory and practice.
商品描述(中文翻譯)
本書是針對研究者和實務工作者的指南,探索3D形狀分析的新前沿以及大多數方法所依賴的複雜數學工具。目標讀者包括具有本科數學背景的學生、研究人員和專業人士,他們希望理解形狀分析背後的數學原理。作者首先快速回顧幾何學、拓撲學、微分幾何的基本概念,然後進入代數拓撲的高級概念,始終關注理論的應用,通過3D分割、對應和檢索等形狀分析方法的例子來說明。該領域的一些研究解決方案來自於純數學和應用數學的進展,以及對經典理論的重新解讀及其在離散環境中的適應。在一個學科(幸運地)邊界模糊的世界中,作者相信這本指南將有助於縮短理論與實踐之間的距離。