Ricci Flow for Shape Analysis and Surface Registration: Theories, Algorithms and Applications (Paperback)
暫譯: 形狀分析與表面註冊的 Ricci 流:理論、演算法與應用 (平裝本)

Wei Zeng

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商品描述

Ricci Flow for Shape Analysis and Surface Registration introduces the beautiful and profound Ricci flow theory in a discrete setting. By using basic tools in linear algebra and multivariate calculus, readers can deduce all the major theorems in surface' Ricci flow by themselves. The authors adapt the Ricci flow theory to practical computational algorithms, apply Ricci flow for shape analysis and surface registration, and demonstrate the power of Ricci flow in many applications in medical imaging, computer graphics, computer vision and wireless sensor network. Due to minimal pre-requisites, this book is accessible to engineers and medical experts, including educators, researchers, students and industry engineers who have an interest in solving real problems related to shape analysis and surface registration.

商品描述(中文翻譯)

《用於形狀分析和表面註冊的 Ricci 流》介紹了美麗而深刻的 Ricci 流理論在離散環境中的應用。透過使用線性代數和多變量微積分的基本工具,讀者可以自行推導出表面 Ricci 流的所有主要定理。作者將 Ricci 流理論調整為實用的計算演算法,應用 Ricci 流於形狀分析和表面註冊,並展示 Ricci 流在醫學影像、計算機圖形學、計算機視覺和無線感測網路等多個應用中的強大能力。由於對先備知識的要求極低,本書適合對解決與形狀分析和表面註冊相關的實際問題感興趣的工程師和醫學專家,包括教育工作者、研究人員、學生和業界工程師。