Logo

Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics

Large book cover: Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics

Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics
by

Publisher: CRC Press
ISBN/ASIN: 1482251884
Number of pages: 397

Description:
This book presents a new approach to numerical analysis for modern computer scientists. Using examples from a broad base of computational tasks, including data processing, computational photography, and animation, the textbook introduces numerical modeling and algorithmic design from a practical standpoint and provides insight into the theoretical tools needed to support these skills.

Home page url

Download or read it online for free here:
Download link
(17MB, PDF)

Similar books

Book cover: Curves and Surfaces in Geometric Modeling: Theory and AlgorithmsCurves and Surfaces in Geometric Modeling: Theory and Algorithms
by - Morgan Kaufmann
This book offers both a theoretically unifying understanding of polynomial curves and surfaces and an effective approach to implementation that you can bring to bear on your own work -- whether you are a graduate student, scientist, or practitioner.
(1557 views)
Book cover: Mathematical Illustrations: A Manual of Geometry and PostScriptMathematical Illustrations: A Manual of Geometry and PostScript
by - Cambridge University Press
The author gives an introduction to basic features of the PostScript language and shows how to use it for producing mathematical graphics. The book includes the discussion computer graphics and some comments on good style in mathematical illustration.
(10363 views)
Book cover: Axiom: The Scientific Computation SystemAxiom: The Scientific Computation System
by - axiom-developer.org
Axiom is a free general purpose computer algebra system. The book gives a technical introduction to AXIOM, interacts with the system's tutorial, accesses algorithms developed by the symbolic computation community, and presents advanced techniques.
(10666 views)
Book cover: Art Gallery Theorems and AlgorithmsArt Gallery Theorems and Algorithms
by - Oxford University Press
Art gallery theorems and algorithms are so called because they relate to problems involving the visibility of geometrical shapes and their internal surfaces. This book explores generalizations and specializations in these areas.
(10198 views)