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A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing
출판사 : AK Peters
저 자 : Chen Greif
ISBN : 9781498706285
발행일 : 2015-5
도서종류 : 외국도서
발행언어 : 영어
페이지수 : 246
판매가격 : 69,000원
판매여부 : 재고확인요망
주문수량 : [+]수량을 1개 늘입니다 [-]수량을 1개 줄입니다

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   A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing 목차
Table of Contents
Analytical Geometry Olga Sorkine-Hornung and Daniel Cohen-Or

Linear Algebra Daniel Cohen-Or, Olga Sorkine-Hornung, and Chen Greif

Least Squares Solutions Niloy J. Mitra

PCA and SVD Olga Sorkine-Hornung

Spectral Transform Hao (Richard) Zhang

Solution of Linear Systems Chen Greif

Laplace and Poisson Daniel Cohen-Or and Gil Hoffer

Curvatures: A Differential Geometry Tool Niloy J. Mitra and Daniel Cohen-Or

Dimensionality Reduction Hao (Richard) Zhang and Daniel Cohen-Or

Scattered Data Interpolation Tao Ju

Topology: How Are Objects Connected? Niloy J. Mitra

Graphs and Images Ariel Shamir

Skewing Scheme Daniel Cohen-Or
   도서 상세설명   

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 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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