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: Mathematics in the Age of the Turing MachineMathematics in the Age of the Turing Machine
by - arXiv
Computers have rapidly become so pervasive in mathematics that future generations may look back to this day as a golden dawn. The article gives a survey of mathematical proofs that rely on computer calculations and formal proofs.
(9120 views)
Book cover: A Computational Introduction to Number Theory and AlgebraA Computational Introduction to Number Theory and Algebra
by - Cambridge University Press
This introductory book emphasises algorithms and applications, such as cryptography and error correcting codes. It is accessible to a broad audience. Prerequisites are a typical undergraduate course in calculus and some experience in doing proofs.
(31935 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.
(12171 views)
Book cover: The Life of Pi: From Archimedes to Eniac and BeyondThe Life of Pi: From Archimedes to Eniac and Beyond
by - DocServer
The desire to understand Pi, the challenge, and originally the need, to calculate ever more accurate values of Pi, has challenged mathematicians for many many centuries, and Pi has provided compelling examples of computational mathematics.
(10606 views)