A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing (Hardcover)

Daniel Cohen-Or, Chen Greif, Tao Ju, Niloy J. Mitra, Ariel Shamir,Olga Sorkine-Hornung, Hao(Richard)

  • 出版商: A K Peters
  • 出版日期: 2015-06-01
  • 售價: $3,150
  • 貴賓價: 9.5$2,993
  • 語言: 英文
  • 頁數: 246
  • 裝訂: Hardcover
  • ISBN: 1498706282
  • ISBN-13: 9781498706285
  • 相關分類: Computer Graphics
  • 立即出貨 (庫存=1)

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商品描述

A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing shows how to use a collection of mathematical techniques to solve important problems in applied mathematics and computer science areas. The book discusses fundamental tools in analytical geometry and linear algebra. It covers a wide range of topics, from matrix decomposition to curvature analysis and principal component analysis to dimensionality reduction.

Written by a team of highly respected professors, the book can be used in a one-semester, intermediate-level course in computer science. It takes a practical problem-solving approach, avoiding detailed proofs and analysis. Suitable for readers without a deep academic background in mathematics, the text explains how to solve non-trivial geometric problems. It quickly gets readers up to speed on a variety of tools employed in visual computing and applied geometry.

商品描述(中文翻譯)

《應用幾何學、電腦圖學和影像處理的有用計算工具選輯》展示了如何使用一系列數學技巧來解決應用數學和計算機科學領域中的重要問題。本書討論了解析幾何學和線性代數的基本工具。它涵蓋了從矩陣分解到曲率分析,從主成分分析到降維的各種主題。

本書由一群備受尊敬的教授撰寫,可用於計算機科學的一學期中級課程。它採用實際問題解決的方法,避免了詳細的證明和分析。適合沒有深厚數學學術背景的讀者,本書解釋了如何解決非平凡的幾何問題。它迅速使讀者熟悉視覺計算和應用幾何中使用的各種工具。