Geometric Computing for Perception Action Systems: Concepts, Algorithms, and Scientific Applications - Brossura
Sinossi
After an introduction to geometric algebra, and the necessary math concepts that are needed, the book examines a variety of applications in the field of cognitive systems using geometric algebra as the mathematical system. It is addressed to a broad audience of computer scientists, cyberneticists, and engineers and includes computer programs to clarify and demonstrate the importance of geometric in cognitive systems.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Recensione
From the reviews:
MATHEMATICAL REVIEWS
"We are sure that the mathematicians, computer scientists, engineers and physicists will enjoy reading this book."
"For the case of perception action cycles the author of this nice book shows that the Clifford algebra ... of multivectors of an n-dimensional vector space is indeed superior to previous mathematical structures used to deal with this subject. ... We are sure that mathematicians, computer scientists, engineers and physicists will enjoy reading this book." (Waldyr Alves Rodrigues, Jr., Mathematical Reviews, Issue 2003 d)
Contenuti
Mathematical Preliminaries * Lie Algebras and Geometric Algebra for Robotics and Image Analysis * Kinematics of 2-Space and 3-Space * Mathematics of the Human Eye * Image Analysis and Low Level Operations * Theory of Extended Kalman Filter * Geometric Algebra of Computer Vision * Analysis and Computation of Projective Invariants * Geometric Computing of Intrinsic Camera Parameters * Geometric Approach for Computing Shape and Motion * Geometric Neural Computing * Geometric Computing in Robotics
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Geometric Computing for Perception Action Systems: Concepts, Algorithms, and Scientific Applications
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Geometric Computing for Perception Action Systems: Concepts, Algorithms, and Scientific Applications
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Geometric Computing for Perception Action Systems : Concepts, Algorithms, and Scientific Applications
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Geometric Computing for Perception Action Systems
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Springer New York Dez 2012, 2012
ISBN 10: 1461265355
ISBN 13: 9781461265351
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -After an introduction to geometric algebra, and the necessary math concepts that are needed, the book examines a variety of applications in the field of cognitive systems using geometric algebra as the mathematical system. There is strong evidence that geobetric albegra can be used to carry out efficient computations at all levels in the cognitive system. Geometric algebra reduces the complexity of algebraic expressions and as a result, it improves algorithms both in speed and accuracy. The book is addressed to a broad audience of computer scientists, cyberneticists, and engineers. It contains computer programs to clarify and demonstrate the importance of geometric algebra in cognitive systems. 256 pp. Englisch. Codice articolo 9781461265351
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Geometric Computing for Perception Action Systems: Concepts, Algorithms, and Scientific Applications
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Geometric Computing for Perception Action Systems
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. After an introduction to geometric algebra, and the necessary math concepts that are needed, the book examines a variety of applications in the field of cognitive systems using geometric algebra as the mathematical system. It is addressed to a broad audienc. Codice articolo 4189182
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Geometric Computing for Perception Action Systems
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Springer New York, Springer New York Dez 2012, 2012
ISBN 10: 1461265355
ISBN 13: 9781461265351
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Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germania
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Taschenbuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -All the efforts to build an intelligent machine have not yet produced a satisfactory autonomous system despite the great progress that has been made in developing computer hardware over the last three decades. The complexity of the tasks that a cognitive system must perform is still not understood well enough. Let us call the endeavor of building intelligent systems as the construction of Perception Action Cycles (PAC). The key idea is to incorporate representation and learning in a flexible geometric system. Until now this issue has always been a matter of neurocomputing. The most frequently used algebraic system for neurocomputation is matrix algebra. However, calculations in geometric algebra often reveal a geometric structure which remains obscure in the equivalent matrix computations. The development of PAC in a unified comprehensive mathematical system is urgently needed to bring unity and coherance to the problems of artificial intelligence. Accordingly, we are motivated by the challenge of applying geometric algebra to the development of PAC systems. Geometric algebra provides the general mathematical framework for the development of the ideas of multi-linear algebra, multi-variable analysis, and the representation of LIE groups and LIE algebras. There is strong evidence that geobetric albegra can be used to carry out efficient computations at all levels in the cognitive system. Geometric algebra reduces the complexity of algebraic expressions and as a result, it improves algorithms both in speed and accuracy. Thus, our goal is to construct PAC systems solely in the geometric algebra language. The preliminary chapters of this book introduce the reader to geometric algebra and the necessary mathematical concepts that will be needed. The latter chapters deal with a variety of applications in the field of cognitive systems inSpringer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 256 pp. Englisch. Codice articolo 9781461265351
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Geometric Computing for Perception Action Systems : Concepts, Algorithms, and Scientific Applications
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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - All the efforts to build an intelligent machine have not yet produced a satisfactory autonomous system despite the great progress that has been made in developing computer hardware over the last three decades. The complexity of the tasks that a cognitive system must perform is still not understood well enough. Let us call the endeavor of building intelligent systems as the construction of Perception Action Cycles (PAC). The key idea is to incorporate representation and learning in a flexible geometric system. Until now this issue has always been a matter of neurocomputing. The most frequently used algebraic system for neurocomputation is matrix algebra. However, calculations in geometric algebra often reveal a geometric structure which remains obscure in the equivalent matrix computations. The development of PAC in a unified comprehensive mathematical system is urgently needed to bring unity and coherance to the problems of artificial intelligence. Accordingly, we are motivated by the challenge of applying geometric algebra to the development of PAC systems. Geometric algebra provides the general mathematical framework for the development of the ideas of multi-linear algebra, multi-variable analysis, and the representation of LIE groups and LIE algebras. There is strong evidence that geobetric albegra can be used to carry out efficient computations at all levels in the cognitive system. Geometric algebra reduces the complexity of algebraic expressions and as a result, it improves algorithms both in speed and accuracy. Thus, our goal is to construct PAC systems solely in the geometric algebra language. The preliminary chapters of this book introduce the reader to geometric algebra and the necessary mathematical concepts that will be needed. The latter chapters deal with a variety of applications in the field of cognitive systems in. Codice articolo 9781461265351
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Geometric Computing for Perception Action Systems | Concepts, Algorithms, and Scientific Applications
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Taschenbuch. Condizione: Neu. Geometric Computing for Perception Action Systems | Concepts, Algorithms, and Scientific Applications | Eduardo Bayro Corrochano | Taschenbuch | xvi | Englisch | 2012 | Springer | EAN 9781461265351 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. Codice articolo 105651037
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