Cohen-Or D. et al. A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing

CRC Press, 2015. — 238 p. — EISBN: 9781498706308Cohen-Or Daniel, Greif Chen, Ju Tao, Mitra Niloy J., Shamir Ariel, Sorkine-Hornung Olga, Zhang Hao (Richard)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.