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Geometric Algebra Applications Vol. I - Computer Vision, Graphics and Neurocomputing (Hardcover, 1st ed. 2019)
Loot Price: R6,108
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Geometric Algebra Applications Vol. I - Computer Vision, Graphics and Neurocomputing (Hardcover, 1st ed. 2019)
Expected to ship within 12 - 17 working days
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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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