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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.
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