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A sampler of useful computational tools for applied geometry, computer graphics, and image processing / Daniel Cohen-Or (editor) ; Chen Greif, Tao Ju, Niloy J. Mitra, Ariel Shamir, Olga Sorkine-Hornung, Hao (Richard) Zhang.
- Format:
- Book
- Language:
- English
- Subjects (All):
- Engineering mathematics.
- Geometry.
- Image processing--Mathematics.
- Image processing.
- Physical Description:
- 1 online resource (238 p.)
- Edition:
- 1st ed.
- Place of Publication:
- Boca Raton, Florida : CRC Press, [2015]
- Language Note:
- English
- Summary:
- 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
- Contents:
- Cover; About the Book; Book Contents; Chapter 1: Analytical Geometry; Chapter 2: Linear Algebra?; Chapter 3: Least-Squares Solutions; Chapter 4: PCA and SVD; Chapter 5: Spectral Transform; Chapter 6: Solution of Linear Systems; Chapter 7: Laplace and Poisson; Chapter 8: Curvatures: A Differential Geometry Tool; Chapter 9: Dimensionality Reduction; Chapter 10: Scattered-Data Interpolation; Chapter 11: Topology: How Are Objects Connected?; Chapter 12: Graphs and Images; Chapter 13: Skewing Schemes; Bibliography
- Notes:
- A Chapman and Hall book--title page.
- Includes bibliographical references.
- Description based on print version record.
- ISBN:
- 0-429-16275-8
- 9780429162756
- OCLC:
- 908932254
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