Description: Geometric Algebra Applications Vol. I : Computer Vision, Graphics and Neurocomputing, Hardcover by Bayro-corrochano, Eduardo, ISBN 3319748289, ISBN-13 9783319748283, Like New Used, Free shipping in the US The goal of the Volume I Geometric Algebra for Computer Vision, Graphics and Neural Computing is to present a unified mathematical treatment of diverse problems in the general domain of artificial intelligence and associated fields using Clifford, or geometric, algebra.
Geometric algebra provides a rich and general mathematical framework for Geometric Cybernetics in order to develop solutions, concepts and computer algorithms without losing geometric insight of the problem in question. Current mathematical subjects can be treated in an unified manner without abandoning the mathematical system of geometric algebra for instance: multilinear algebra, projective and affine geometry, calculus on manifolds, Riemann geometry, the representation of Lie algebras and Lie groups using bivector algebras and conformal geometry.
By treating a wide spectrum of problems in a common language, this Volume I offers both new insights and new solutions that should be useful to scientists, and engineers working in different areas related with the development and building of intelligent machines. Each chapter is written in accessible terms accompanied by numerous examples, figures and a complementary appendix on Clifford algebras, all to clarify the theory and the crucial aspects of the application of geometric algebra to problems in graphics engineering, image processing, pattern recognition, computer vision, machine learning, neural computing and cognitive systems.
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Book Title: Geometric Algebra Applications Vol. I : Computer Vision, Graphics
Number of Pages: Xxxiii, 742 Pages
Publication Name: Geometric Algebra : Applications to Computer Vision, Graphics and Neural Computing
Language: English
Publisher: Springer International Publishing A&G
Subject: Computer Graphics, Engineering (General), Intelligence (Ai) & Semantics, Neural Networks, Computer Vision & Pattern Recognition, Cybernetics
Publication Year: 2018
Type: Textbook
Item Weight: 402.6 Oz
Subject Area: Computers, Technology & Engineering
Author: Eduardo Bayro-Corrochano
Item Length: 9.3 in
Item Width: 6.1 in
Format: Hardcover
