Geometric Algebra Applications Vol. I: Computer Vision, Graphics and Neurocomputing - Couverture rigide

Bayro-Corrochano, Eduardo

 
9783319748283: Geometric Algebra Applications Vol. I: Computer Vision, Graphics and Neurocomputing
Couverture rigide
ISBN 10 : 3319748289 ISBN 13 : 9783319748283
Editeur : Springer International Publishing AG, 2018

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer International Publishing AG
Date d'édition
2018
Langue
anglais
ISBN 10 
3319748289
ISBN 13 
9783319748283
Reliure
Relié
Nombre de pages
775
Coordonnées du fabricant
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3
Heidelberg
69115
Allemagne

Autres éditions populaires du même titre

9783030090852: Geometric Algebra Applications: Computer Vision, Graphics and Neurocomputing (1)

Edition présentée

ISBN 10 :  303009085X ISBN 13 :  9783030090852
Editeur : Springer Nature Switzerland AG, 2018
Couverture souple