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

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

• Format: PDF

Produktbeschreibung

This book 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.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 246
• Erscheinungstermin: 21. Mai 2015
• Englisch
• ISBN-13: 9781498706308
• Artikelnr.: 42881087

Autorenporträt

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

Inhaltsangabe

Analytical Geometry. Linear Algebra. Least Squares Solutions. PCA and SVD.
Spectral Transform. Solution of Linear Solutions . Laplace and Poisson.
Curvatures: A Differential Geometry Tool. Dimensionality Reduction.
Scattered Data Interpolation. Topology: How Are Objects Connected? Graphs
and Images. Skewing Scheme.