Geometric Algebra Applications vol. I Co
β Eduardo Bayro-Corrochano
π Library
π
2019
π Springer
π English
β¦ LIBER β¦
π
Geometric Algebra Applications Vol. I: Computer Vision, Graphics and Neurocomputing
β Scribed by Eduardo Bayro-Corrochano
- Publisher
- Springer
- Year
- 2019
- Tongue
- English
- Leaves
- 753
- Edition
- 1st
- Category
- Library
β¬ Acquire This Volume
No coin nor oath required. For personal study only.
β¦ Synopsis
The goal of the Volume I Geometric Algebra for Computer Vision, GraphicsΒ 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.
β¦ Subjects
Intelligence & Semantics;AI & Machine Learning;Computer Science;Computers & Technology;Computer Vision & Pattern Recognition;AI & Machine Learning;Computer Science;Computers & Technology;Networks;Networks, Protocols & APIs;Networking & Cloud Computing;Computers & Technology;Technology;History of Technology;Nanotechnology;Safety & Health;Social Aspects;Science & Math;Artificial Intelligence;Computer Science;New, Used & Rental Textbooks;Specialty Boutique
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Many computer scientists, engineers, applied mathematicians, and physicists use geometry theory and geometric computing methods in the design of perception-action systems, intelligent autonomous systems, and man-machine interfaces. This handbook brings together the most recent advances in the applic
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β Eduardo Bayro Corrochano
π Library
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2005
π Springer
π English
Many computer scientists, engineers, applied mathematicians, and physicists use geometry theory and geometric computing methods in the design of perception-action systems, intelligent autonomous systems, and man-machine interfaces. This handbook brings together the most recent advances in the applic