A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processin...

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Daniel Cohen-Or, Chen Greif, "A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing"

2015 | ISBN-10: 1498706282 | 246 pages | PDF | 51 MB

 

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 prin[beeep]l 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.

 

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